Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V | W A achat() (afnio.models.ChatCompletionModel method) (afnio.models.model.ChatCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) acomplete() (afnio.models.model.TextCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.models.TextCompletionModel method) acquire() (afnio.logging_config.NotebookInfoHandler method) Add (class in afnio.autodiff.basic_ops) (class in afnio.cognitive) (class in afnio.cognitive.modules) (class in afnio.cognitive.modules.add) add() (in module afnio.cognitive) (in module afnio.cognitive.functional) add_note() (afnio.tellurio.client.InvalidAPIKeyError method) add_param_group() (afnio.optim.optimizer.Optimizer method) (afnio.optim.TGD method) addFilter() (afnio.logging_config.NotebookInfoHandler method) aembed() (afnio.models.EmbeddingModel method) (afnio.models.model.EmbeddingModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) afnio module afnio.autodiff module afnio.autodiff.basic_ops module afnio.autodiff.config module afnio.autodiff.decorators module afnio.autodiff.evaluator module afnio.autodiff.function module afnio.autodiff.grad_mode module afnio.autodiff.graph module afnio.autodiff.lm_ops module afnio.autodiff.utils module afnio.cognitive module afnio.cognitive.functional module afnio.cognitive.modules module afnio.cognitive.modules.add module afnio.cognitive.modules.chat_completion module afnio.cognitive.modules.deterministic_evaluator module afnio.cognitive.modules.exact_match_evaluator module afnio.cognitive.modules.lm_judge_evaluator module afnio.cognitive.modules.module module afnio.cognitive.modules.split module afnio.cognitive.modules.sum module afnio.cognitive.parameter module afnio.logging_config module afnio.models module afnio.models.model module afnio.models.model_registry module afnio.models.openai module afnio.optim module afnio.optim.optimizer module afnio.serialization module afnio.tellurio module afnio.tellurio.cli module afnio.tellurio.client module afnio.tellurio.consent module afnio.tellurio.project module afnio.tellurio.run module afnio.tellurio.run_context module afnio.tellurio.utils module afnio.tellurio.websocket_client module afnio.trainer module afnio.trainer.trainer module afnio.utils module afnio.utils.data module afnio.utils.data.dataloader module afnio.utils.data.dataset module afnio.utils.data.sampler module afnio.utils.datasets module afnio.utils.datasets.facility_support module afnio.utils.datasets.trec module afnio.utils.datasets.utils module afnio_echo() (in module afnio.tellurio.cli) api_key (afnio.models.openai.AsyncOpenAI attribute) (afnio.models.openai.OpenAI attribute) append_grad() (afnio.cognitive.Parameter method) (afnio.cognitive.parameter.Parameter method) (afnio.Variable method) apply() (afnio.autodiff.basic_ops.Add class method) (afnio.autodiff.basic_ops.Split class method) (afnio.autodiff.basic_ops.Sum class method) (afnio.autodiff.evaluator.DeterministicEvaluator class method) (afnio.autodiff.evaluator.ExactMatchEvaluator class method) (afnio.autodiff.evaluator.LMJudgeEvaluator class method) (afnio.autodiff.function.Function class method) (afnio.autodiff.graph.Node method) (afnio.autodiff.lm_ops.ChatCompletion class method) (afnio.Node method) args (afnio.tellurio.client.InvalidAPIKeyError attribute) AsyncOpenAI (class in afnio.models.openai) audio (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) auth_headers (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) automatic_optimization (afnio.cognitive.Add attribute) (afnio.cognitive.ChatCompletion attribute) (afnio.cognitive.DeterministicEvaluator attribute) (afnio.cognitive.ExactMatchEvaluator attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.Module attribute) (afnio.cognitive.modules.Add attribute) (afnio.cognitive.modules.add.Add attribute) (afnio.cognitive.modules.chat_completion.ChatCompletion attribute) (afnio.cognitive.modules.ChatCompletion attribute) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator attribute) (afnio.cognitive.modules.DeterministicEvaluator attribute) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator attribute) (afnio.cognitive.modules.ExactMatchEvaluator attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) (afnio.cognitive.modules.Module attribute) (afnio.cognitive.modules.module.Module attribute) (afnio.cognitive.modules.Split attribute) (afnio.cognitive.modules.split.Split attribute) (afnio.cognitive.modules.Sum attribute) (afnio.cognitive.modules.sum.Sum attribute) (afnio.cognitive.Split attribute) (afnio.cognitive.Sum attribute) B backward() (afnio.autodiff.basic_ops.Add static method) (afnio.autodiff.basic_ops.Split static method) (afnio.autodiff.basic_ops.Sum static method) (afnio.autodiff.evaluator.DeterministicEvaluator static method) (afnio.autodiff.evaluator.ExactMatchEvaluator static method) (afnio.autodiff.evaluator.LMJudgeEvaluator static method) (afnio.autodiff.function.Function static method) (afnio.autodiff.lm_ops.ChatCompletion static method) (afnio.cognitive.Parameter method) (afnio.cognitive.parameter.Parameter method) (afnio.Variable method) (in module afnio.autodiff) base_url (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) BaseModel (class in afnio.models.model) batch_size (afnio.utils.data.DataLoader attribute) (afnio.utils.data.dataloader.DataLoader attribute) batches (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) beta (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) buffers() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) C calculate_md5() (in module afnio.utils.datasets.utils) call() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) chat() (afnio.models.ChatCompletionModel method) (afnio.models.model.ChatCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) chat_completion() (in module afnio.cognitive) (in module afnio.cognitive.functional) ChatCompletion (class in afnio.autodiff.lm_ops) (class in afnio.cognitive) (class in afnio.cognitive.modules) (class in afnio.cognitive.modules.chat_completion) ChatCompletionModel (class in afnio.models) (class in afnio.models.model) chats() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) check_consent() (in module afnio.tellurio.consent) check_integrity() (in module afnio.utils.datasets.utils) check_md5() (in module afnio.utils.datasets.utils) children() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) clear_grad() (afnio.optim.optimizer.Optimizer method) (afnio.optim.TGD method) clear_usage() (afnio.models.ChatCompletionModel method) (afnio.models.EmbeddingModel method) (afnio.models.model.BaseModel method) (afnio.models.model.ChatCompletionModel method) (afnio.models.model.EmbeddingModel method) (afnio.models.model.TextCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.models.TextCompletionModel method) close() (afnio.logging_config.NotebookInfoHandler method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.tellurio.websocket_client.TellurioWebSocketClient method) collate_tuple() (in module afnio.utils.data.dataloader) COLORS (afnio.logging_config.NotebookInfoHandler attribute) complete() (afnio.models.model.TextCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.models.TextCompletionModel method) COMPLETED (afnio.tellurio.run.RunStatus attribute) completion_args (afnio.cognitive.ChatCompletion attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.modules.chat_completion.ChatCompletion attribute) (afnio.cognitive.modules.ChatCompletion attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) completion_configs() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) completions (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) configure_logging() (in module afnio.logging_config) (in module afnio.tellurio) configure_optimizers() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) connect() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) containers (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) conversations (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) copy() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) copy_() (afnio.cognitive.Parameter method) (afnio.cognitive.parameter.Parameter method) (afnio.Variable method) count() (afnio.autodiff.graph.GradientEdge method) (afnio.GradientEdge method) CRASHED (afnio.tellurio.run.RunStatus attribute) create_project() (in module afnio.tellurio.project) createLock() (afnio.logging_config.NotebookInfoHandler method) custom_auth (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) D data (afnio.cognitive.Parameter property) (afnio.cognitive.parameter.Parameter property) (afnio.Variable attribute) (afnio.Variable property) data_source (afnio.utils.data.RandomSampler attribute) (afnio.utils.data.sampler.RandomSampler attribute) (afnio.utils.data.sampler.SequentialSampler attribute) (afnio.utils.data.SequentialSampler attribute) DataLoader (class in afnio.utils.data) (class in afnio.utils.data.dataloader) dataset (afnio.utils.data.DataLoader attribute) (afnio.utils.data.dataloader.DataLoader attribute) Dataset (class in afnio.utils.data) (class in afnio.utils.data.dataset) default_headers (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) default_query (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) defaults (afnio.optim.optimizer.Optimizer attribute) (afnio.optim.TGD attribute) delete() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.tellurio.client.TellurioClient method) delete_project() (in module afnio.tellurio.project) detach() (afnio.cognitive.Parameter method) (afnio.cognitive.parameter.Parameter method) (afnio.Variable method) deterministic_evaluator() (in module afnio.cognitive) (in module afnio.cognitive.functional) DeterministicEvaluator (class in afnio.autodiff.evaluator) (class in afnio.cognitive) (class in afnio.cognitive.modules) (class in afnio.cognitive.modules.deterministic_evaluator) download() (afnio.utils.datasets.facility_support.FacilitySupport method) (afnio.utils.datasets.FacilitySupport method) (afnio.utils.datasets.TREC method) (afnio.utils.datasets.trec.TREC method) (afnio.utils.datasets.trec.TRECTmp method) (in module afnio.utils.datasets.utils) download_url() (in module afnio.utils.datasets.utils) drop_last (afnio.utils.data.DataLoader attribute) (afnio.utils.data.dataloader.DataLoader attribute) E embed() (afnio.models.EmbeddingModel method) (afnio.models.model.EmbeddingModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) EmbeddingModel (class in afnio.models) (class in afnio.models.model) embeddings (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) emit() (afnio.logging_config.NotebookInfoHandler method) empty_grad() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) eval() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) eval_fn (afnio.cognitive.DeterministicEvaluator attribute) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator attribute) (afnio.cognitive.modules.DeterministicEvaluator attribute) eval_fn_purpose (afnio.cognitive.DeterministicEvaluator attribute) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator attribute) (afnio.cognitive.modules.DeterministicEvaluator attribute) eval_mode (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) evals (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) evaluator() (in module afnio.autodiff.decorators) exact_match_evaluator() (in module afnio.cognitive) (in module afnio.cognitive.functional) ExactMatchEvaluator (class in afnio.autodiff.evaluator) (class in afnio.cognitive) (class in afnio.cognitive.modules) (class in afnio.cognitive.modules.exact_match_evaluator) extra_repr() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) (afnio.utils.datasets.facility_support.FacilitySupport method) (afnio.utils.datasets.FacilitySupport method) (afnio.utils.datasets.TREC method) (afnio.utils.datasets.trec.TREC method) (afnio.utils.datasets.trec.TRECTmp method) F FacilitySupport (class in afnio.utils.datasets) (class in afnio.utils.datasets.facility_support) FAILED (afnio.tellurio.run.RunStatus attribute) files (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) filter() (afnio.logging_config.NotebookInfoHandler method) fine_tuning (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) finish() (afnio.tellurio.run.Run method) fit() (afnio.trainer.Trainer method) (afnio.trainer.trainer.Trainer method) flush() (afnio.logging_config.NotebookInfoHandler method) format() (afnio.logging_config.NotebookInfoHandler method) forward() (afnio.autodiff.basic_ops.Add static method) (afnio.autodiff.basic_ops.Split static method) (afnio.autodiff.basic_ops.Sum static method) (afnio.autodiff.evaluator.DeterministicEvaluator static method) (afnio.autodiff.evaluator.ExactMatchEvaluator static method) (afnio.autodiff.evaluator.LMJudgeEvaluator static method) (afnio.autodiff.function.Function static method) (afnio.autodiff.lm_ops.ChatCompletion static method) (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) forward_model_client (afnio.cognitive.ChatCompletion attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.modules.chat_completion.ChatCompletion attribute) (afnio.cognitive.modules.ChatCompletion attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) Function (class in afnio.autodiff.function) functions() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) G get() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.tellurio.client.TellurioClient method) get_active_run() (in module afnio.tellurio.run_context) get_api_list() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) get_backward_model_client() (in module afnio) get_batch_size() (in module afnio.trainer.trainer) get_config() (afnio.models.ChatCompletionModel method) (afnio.models.EmbeddingModel method) (afnio.models.model.BaseModel method) (afnio.models.model.ChatCompletionModel method) (afnio.models.model.EmbeddingModel method) (afnio.models.model.TextCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.models.TextCompletionModel method) get_config_path() (in module afnio.tellurio.utils) get_extra_state() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) get_name() (afnio.logging_config.NotebookInfoHandler method) get_project() (in module afnio.tellurio.project) get_provider() (afnio.models.ChatCompletionModel method) (afnio.models.EmbeddingModel method) (afnio.models.model.BaseModel method) (afnio.models.model.ChatCompletionModel method) (afnio.models.model.EmbeddingModel method) (afnio.models.model.TextCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.models.TextCompletionModel method) get_table_column() (afnio.trainer.trainer.MinutesPerStepColumn method) get_usage() (afnio.models.ChatCompletionModel method) (afnio.models.EmbeddingModel method) (afnio.models.model.BaseModel method) (afnio.models.model.ChatCompletionModel method) (afnio.models.model.EmbeddingModel method) (afnio.models.model.TextCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.models.TextCompletionModel method) grad (afnio.cognitive.Parameter property) (afnio.cognitive.parameter.Parameter property) (afnio.Variable attribute) (afnio.Variable property) grad_fn (afnio.cognitive.Parameter property) (afnio.cognitive.parameter.Parameter property) (afnio.Variable property) GradientEdge (class in afnio) (class in afnio.autodiff.graph) H handle() (afnio.logging_config.NotebookInfoHandler method) handleError() (afnio.logging_config.NotebookInfoHandler method) I images (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) in_notebook() (in module afnio.logging_config) index() (afnio.autodiff.graph.GradientEdge method) (afnio.GradientEdge method) init() (in module afnio.tellurio) (in module afnio.tellurio.run) InvalidAPIKeyError is_closed() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) is_floating_point() (afnio.cognitive.Parameter method) (afnio.cognitive.parameter.Parameter method) (afnio.Variable method) is_grad_enabled() (in module afnio) (in module afnio.autodiff) (in module afnio.autodiff.grad_mode) is_leaf (afnio.cognitive.Parameter attribute) (afnio.cognitive.parameter.Parameter attribute) (afnio.Variable attribute) L lm_judge_evaluator() (in module afnio.cognitive) (in module afnio.cognitive.functional) LMJudgeEvaluator (class in afnio.autodiff.evaluator) (class in afnio.cognitive) (class in afnio.cognitive.modules) (class in afnio.cognitive.modules.lm_judge_evaluator) load() (in module afnio) (in module afnio.serialization) load_state_dict() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) (afnio.optim.optimizer.Optimizer method) (afnio.optim.TGD method) load_username() (in module afnio.tellurio.client) log() (afnio.tellurio.run.Run method) (in module afnio.tellurio) login() (afnio.tellurio.client.TellurioClient method) (in module afnio.tellurio) M max_refresh (afnio.trainer.trainer.MinutesPerStepColumn attribute) max_retries (afnio.models.openai.AsyncOpenAI attribute) (afnio.models.openai.OpenAI attribute) maxsplit (afnio.cognitive.modules.Split attribute) (afnio.cognitive.modules.split.Split attribute) (afnio.cognitive.Split attribute) messages (afnio.cognitive.ChatCompletion attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.modules.chat_completion.ChatCompletion attribute) (afnio.cognitive.modules.ChatCompletion attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) MinutesPerStepColumn (class in afnio.trainer.trainer) mirrors (afnio.utils.datasets.facility_support.FacilitySupport attribute) (afnio.utils.datasets.FacilitySupport attribute) (afnio.utils.datasets.TREC attribute) (afnio.utils.datasets.trec.TREC attribute) (afnio.utils.datasets.trec.TRECTmp attribute) models (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) models() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) moderations (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) module afnio afnio.autodiff afnio.autodiff.basic_ops afnio.autodiff.config afnio.autodiff.decorators afnio.autodiff.evaluator afnio.autodiff.function afnio.autodiff.grad_mode afnio.autodiff.graph afnio.autodiff.lm_ops afnio.autodiff.utils afnio.cognitive afnio.cognitive.functional afnio.cognitive.modules afnio.cognitive.modules.add afnio.cognitive.modules.chat_completion afnio.cognitive.modules.deterministic_evaluator afnio.cognitive.modules.exact_match_evaluator afnio.cognitive.modules.lm_judge_evaluator afnio.cognitive.modules.module afnio.cognitive.modules.split afnio.cognitive.modules.sum afnio.cognitive.parameter afnio.logging_config afnio.models afnio.models.model afnio.models.model_registry afnio.models.openai afnio.optim afnio.optim.optimizer afnio.serialization afnio.tellurio afnio.tellurio.cli afnio.tellurio.client afnio.tellurio.consent afnio.tellurio.project afnio.tellurio.run afnio.tellurio.run_context afnio.tellurio.utils afnio.tellurio.websocket_client afnio.trainer afnio.trainer.trainer afnio.utils afnio.utils.data afnio.utils.data.dataloader afnio.utils.data.dataset afnio.utils.data.sampler afnio.utils.datasets afnio.utils.datasets.facility_support afnio.utils.datasets.trec afnio.utils.datasets.utils Module (class in afnio.cognitive) (class in afnio.cognitive.modules) (class in afnio.cognitive.modules.module) modules() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) N name (afnio.logging_config.NotebookInfoHandler property) name() (afnio.autodiff.graph.Node method) (afnio.Node method) named_buffers() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) named_chats() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) named_children() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) named_completion_configs() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) named_functions() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) named_models() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) named_modules() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) named_parameters() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) next_functions (afnio.autodiff.graph.Node property) (afnio.Node property) no_grad() (in module afnio) (in module afnio.autodiff) (in module afnio.autodiff.grad_mode) node (afnio.autodiff.graph.GradientEdge attribute) (afnio.GradientEdge attribute) Node (class in afnio) (class in afnio.autodiff.graph) NotebookInfoHandler (class in afnio.logging_config) num_samples (afnio.utils.data.RandomSampler property) (afnio.utils.data.sampler.RandomSampler property) (afnio.utils.data.sampler.WeightedRandomSampler attribute) (afnio.utils.data.WeightedRandomSampler attribute) O Omit (class in afnio.models.openai) OpenAI (class in afnio.models.openai) Optimizer (class in afnio.optim.optimizer) optimizer_id (afnio.optim.optimizer.Optimizer attribute) (afnio.optim.TGD attribute) optimizers() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) organization (afnio.models.openai.AsyncOpenAI attribute) (afnio.models.openai.OpenAI attribute) output_nr (afnio.autodiff.graph.GradientEdge attribute) (afnio.cognitive.Parameter property) (afnio.cognitive.parameter.Parameter property) (afnio.GradientEdge attribute) (afnio.Variable property) P param_groups (afnio.optim.optimizer.Optimizer attribute) (afnio.optim.TGD attribute) Parameter (class in afnio.cognitive) (class in afnio.cognitive.parameter) parameters() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) patch() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.tellurio.client.TellurioClient method) platform_headers() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) post() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.tellurio.client.TellurioClient method) predict() (afnio.trainer.Trainer method) (afnio.trainer.trainer.Trainer method) project (afnio.models.openai.AsyncOpenAI attribute) (afnio.models.openai.OpenAI attribute) Project (class in afnio.tellurio.project) put() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) Q qs (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) R RandomSampler (class in afnio.utils.data) (class in afnio.utils.data.sampler) raw_folder (afnio.utils.datasets.facility_support.FacilitySupport property) (afnio.utils.datasets.FacilitySupport property) (afnio.utils.datasets.TREC property) (afnio.utils.datasets.trec.TREC property) (afnio.utils.datasets.trec.TRECTmp property) realtime (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) reduction_fn (afnio.cognitive.DeterministicEvaluator attribute) (afnio.cognitive.ExactMatchEvaluator attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator attribute) (afnio.cognitive.modules.DeterministicEvaluator attribute) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator attribute) (afnio.cognitive.modules.ExactMatchEvaluator attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) reduction_fn_purpose (afnio.cognitive.DeterministicEvaluator attribute) (afnio.cognitive.ExactMatchEvaluator attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator attribute) (afnio.cognitive.modules.DeterministicEvaluator attribute) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator attribute) (afnio.cognitive.modules.ExactMatchEvaluator attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) register_buffer() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) register_chat() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) register_completion_config() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) register_function() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) register_model() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) register_module() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) register_parameter() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) release() (afnio.logging_config.NotebookInfoHandler method) removeFilter() (afnio.logging_config.NotebookInfoHandler method) render() (afnio.trainer.trainer.MinutesPerStepColumn method) replacement (afnio.utils.data.RandomSampler attribute) (afnio.utils.data.sampler.RandomSampler attribute) (afnio.utils.data.sampler.WeightedRandomSampler attribute) (afnio.utils.data.WeightedRandomSampler attribute) request() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) requires_grad (afnio.cognitive.Parameter attribute) (afnio.cognitive.parameter.Parameter attribute) (afnio.Variable attribute), [1] requires_grad_() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Parameter method) (afnio.cognitive.parameter.Parameter method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) (afnio.Variable method) resources (afnio.utils.datasets.facility_support.FacilitySupport attribute) (afnio.utils.datasets.FacilitySupport attribute) (afnio.utils.datasets.TREC attribute) (afnio.utils.datasets.trec.TREC attribute) (afnio.utils.datasets.trec.TRECTmp attribute) responses (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) retain_grad() (afnio.cognitive.Parameter method) (afnio.cognitive.parameter.Parameter method) (afnio.Variable method) role (afnio.Variable attribute) rpc_append_grad() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_clear_backward() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_clear_step() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_create_edge() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_create_node() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_create_variable() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_heartbeat() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_run_callable() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_update_model() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) rpc_update_variable() (afnio.tellurio.websocket_client.TellurioWebSocketClient method) Run (class in afnio.tellurio.run) RUNNING (afnio.tellurio.run.RunStatus attribute) RunOrg (class in afnio.tellurio.run) RunProject (class in afnio.tellurio.run) RunStatus (class in afnio.tellurio.run) RunUser (class in afnio.tellurio.run) S sampler (afnio.utils.data.DataLoader attribute) (afnio.utils.data.dataloader.DataLoader attribute) Sampler (class in afnio.utils.data) (class in afnio.utils.data.sampler) save() (in module afnio) (in module afnio.serialization) save_username() (in module afnio.tellurio.client) sep (afnio.cognitive.modules.Split attribute) (afnio.cognitive.modules.split.Split attribute) (afnio.cognitive.Split attribute) SequentialSampler (class in afnio.utils.data) (class in afnio.utils.data.sampler) set_active_run() (in module afnio.tellurio.run_context) set_backward_model_client() (in module afnio) set_extra_state() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) set_grad_enabled() (in module afnio) (in module afnio.autodiff) (in module afnio.autodiff.grad_mode) set_logger_level() (in module afnio.logging_config) set_name() (afnio.logging_config.NotebookInfoHandler method) setFormatter() (afnio.logging_config.NotebookInfoHandler method) setLevel() (afnio.logging_config.NotebookInfoHandler method) setup_context() (afnio.autodiff.basic_ops.Add static method) (afnio.autodiff.basic_ops.Split static method) (afnio.autodiff.basic_ops.Sum static method) (afnio.autodiff.evaluator.DeterministicEvaluator static method) (afnio.autodiff.evaluator.ExactMatchEvaluator static method) (afnio.autodiff.evaluator.LMJudgeEvaluator static method) (afnio.autodiff.function.Function static method) (afnio.autodiff.lm_ops.ChatCompletion static method) Split (class in afnio.autodiff.basic_ops) (class in afnio.cognitive) (class in afnio.cognitive.modules) (class in afnio.cognitive.modules.split) split() (in module afnio.cognitive) (in module afnio.cognitive.functional) state (afnio.optim.optimizer.Optimizer attribute) (afnio.optim.TGD attribute) state_dict() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) (afnio.optim.optimizer.Optimizer method) (afnio.optim.TGD method) step() (afnio.optim.optimizer.Optimizer method) (afnio.optim.TGD method) success_fn (afnio.cognitive.DeterministicEvaluator attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator attribute) (afnio.cognitive.modules.DeterministicEvaluator attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) Sum (class in afnio.autodiff.basic_ops) (class in afnio.cognitive) (class in afnio.cognitive.modules) (class in afnio.cognitive.modules.sum) sum() (in module afnio.cognitive) (in module afnio.cognitive.functional) suppress_variable_notifications() (in module afnio.tellurio) T T_destination (afnio.cognitive.Add attribute) (afnio.cognitive.ChatCompletion attribute) (afnio.cognitive.DeterministicEvaluator attribute) (afnio.cognitive.ExactMatchEvaluator attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.Module attribute) (afnio.cognitive.modules.Add attribute) (afnio.cognitive.modules.add.Add attribute) (afnio.cognitive.modules.chat_completion.ChatCompletion attribute) (afnio.cognitive.modules.ChatCompletion attribute) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator attribute) (afnio.cognitive.modules.DeterministicEvaluator attribute) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator attribute) (afnio.cognitive.modules.ExactMatchEvaluator attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) (afnio.cognitive.modules.Module attribute) (afnio.cognitive.modules.module.Module attribute) (afnio.cognitive.modules.Split attribute) (afnio.cognitive.modules.split.Split attribute) (afnio.cognitive.modules.Sum attribute) (afnio.cognitive.modules.sum.Sum attribute) (afnio.cognitive.Split attribute) (afnio.cognitive.Sum attribute) TellurioClient (class in afnio.tellurio.client) TellurioWebSocketClient (class in afnio.tellurio.websocket_client) test() (afnio.trainer.Trainer method) (afnio.trainer.trainer.Trainer method) test_step() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) TextCompletionModel (class in afnio.models) (class in afnio.models.model) TGD (class in afnio.optim) tgd() (in module afnio.optim), [1] timeout (afnio.models.openai.AsyncOpenAI attribute) (afnio.models.openai.OpenAI attribute) to() (afnio.cognitive.Parameter method) (afnio.cognitive.parameter.Parameter method) (afnio.Variable method) train() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) Trainer (class in afnio.trainer) (class in afnio.trainer.trainer) training (afnio.cognitive.Add attribute) (afnio.cognitive.ChatCompletion attribute) (afnio.cognitive.DeterministicEvaluator attribute) (afnio.cognitive.ExactMatchEvaluator attribute) (afnio.cognitive.LMJudgeEvaluator attribute) (afnio.cognitive.Module attribute) (afnio.cognitive.modules.Add attribute) (afnio.cognitive.modules.add.Add attribute) (afnio.cognitive.modules.chat_completion.ChatCompletion attribute) (afnio.cognitive.modules.ChatCompletion attribute) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator attribute) (afnio.cognitive.modules.DeterministicEvaluator attribute) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator attribute) (afnio.cognitive.modules.ExactMatchEvaluator attribute) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator attribute) (afnio.cognitive.modules.LMJudgeEvaluator attribute) (afnio.cognitive.modules.Module attribute) (afnio.cognitive.modules.module.Module attribute) (afnio.cognitive.modules.Split attribute) (afnio.cognitive.modules.split.Split attribute) (afnio.cognitive.modules.Sum attribute) (afnio.cognitive.modules.sum.Sum attribute) (afnio.cognitive.Split attribute) (afnio.cognitive.Sum attribute) training_step() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) TREC (class in afnio.utils.datasets) (class in afnio.utils.datasets.trec) TRECTmp (class in afnio.utils.datasets.trec) U update_usage() (afnio.models.ChatCompletionModel method) (afnio.models.EmbeddingModel method) (afnio.models.model.BaseModel method) (afnio.models.model.ChatCompletionModel method) (afnio.models.model.EmbeddingModel method) (afnio.models.model.TextCompletionModel method) (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) (afnio.models.TextCompletionModel method) uploads (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) user_agent (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) V validate() (afnio.trainer.Trainer method) (afnio.trainer.trainer.Trainer method) validation_step() (afnio.cognitive.Add method) (afnio.cognitive.ChatCompletion method) (afnio.cognitive.DeterministicEvaluator method) (afnio.cognitive.ExactMatchEvaluator method) (afnio.cognitive.LMJudgeEvaluator method) (afnio.cognitive.Module method) (afnio.cognitive.modules.Add method) (afnio.cognitive.modules.add.Add method) (afnio.cognitive.modules.chat_completion.ChatCompletion method) (afnio.cognitive.modules.ChatCompletion method) (afnio.cognitive.modules.deterministic_evaluator.DeterministicEvaluator method) (afnio.cognitive.modules.DeterministicEvaluator method) (afnio.cognitive.modules.exact_match_evaluator.ExactMatchEvaluator method) (afnio.cognitive.modules.ExactMatchEvaluator method) (afnio.cognitive.modules.lm_judge_evaluator.LMJudgeEvaluator method) (afnio.cognitive.modules.LMJudgeEvaluator method) (afnio.cognitive.modules.Module method) (afnio.cognitive.modules.module.Module method) (afnio.cognitive.modules.Split method) (afnio.cognitive.modules.split.Split method) (afnio.cognitive.modules.Sum method) (afnio.cognitive.modules.sum.Sum method) (afnio.cognitive.Split method) (afnio.cognitive.Sum method) Variable (class in afnio) variable_id (afnio.cognitive.Parameter attribute) (afnio.cognitive.parameter.Parameter attribute) (afnio.Variable attribute) vector_stores (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) W webhook_secret (afnio.models.openai.AsyncOpenAI attribute) (afnio.models.openai.OpenAI attribute) webhooks (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) websocket_base_url (afnio.models.openai.AsyncOpenAI attribute) (afnio.models.openai.OpenAI attribute) WeightedRandomSampler (class in afnio.utils.data) (class in afnio.utils.data.sampler) weights (afnio.utils.data.sampler.WeightedRandomSampler attribute) (afnio.utils.data.WeightedRandomSampler attribute) with_options() (afnio.models.openai.AsyncOpenAI method) (afnio.models.openai.OpenAI method) with_raw_response (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) with_streaming_response (afnio.models.openai.AsyncOpenAI property) (afnio.models.openai.OpenAI property) with_traceback() (afnio.tellurio.client.InvalidAPIKeyError method)
