| [ | |
| "tests/test_attention.py::test_causal_mask_property", | |
| "tests/test_attention.py::test_multihead_causal_attention", | |
| "tests/test_attention.py::test_rope_embedding_shape", | |
| "tests/test_bpe.py::test_bpe_save_load", | |
| "tests/test_bpe.py::test_bpe_training_and_encode_decode", | |
| "tests/test_bpe.py::test_vocab_basic", | |
| "tests/test_chat_engine.py::TestConversationMemory::test_add_and_retrieve", | |
| "tests/test_chat_engine.py::TestConversationMemory::test_coreference_resolution", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_about_self", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_farewell", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_finance", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_greeting", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_identity", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_legal", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_math", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_pdf_generation", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_programming", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_science", | |
| "tests/test_chat_engine.py::TestIntentDetector::test_thanks", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_about_self_response", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_finance_with_numbers", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_greeting_response_is_natural", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_identity_response_mentions_amit", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_legal_section_420", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_math_calculation", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_no_generic_template_in_any_response", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_pdf_has_metadata", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_python_explanation", | |
| "tests/test_chat_engine.py::TestKnowledgeEngine::test_thanks_response", | |
| "tests/test_chat_engine.py::TestResponseValidator::test_empty_text_fails", | |
| "tests/test_chat_engine.py::TestResponseValidator::test_repetitive_loop_cleaned", | |
| "tests/test_chat_engine.py::TestResponseValidator::test_template_phrases_stripped", | |
| "tests/test_chat_engine.py::TestResponseValidator::test_unbalanced_code_fence_fixed", | |
| "tests/test_chat_engine.py::TestResponseValidator::test_unk_tokens_removed", | |
| "tests/test_chat_engine.py::TestResponseValidator::test_valid_text_passes", | |
| "tests/test_chat_engine.py::test_conversation_memory", | |
| "tests/test_chat_engine.py::test_intent_detector_identity", | |
| "tests/test_chat_engine.py::test_intent_detector_legal", | |
| "tests/test_chat_engine.py::test_intent_detector_pdf", | |
| "tests/test_chat_engine.py::test_intent_detector_programming", | |
| "tests/test_chat_engine.py::test_knowledge_engine_response", | |
| "tests/test_chat_engine.py::test_response_validator", | |
| "tests/test_checkpoint.py::test_checkpoint_manager_save_and_load", | |
| "tests/test_cleaner.py::test_data_cleaner_functions", | |
| "tests/test_cleaner.py::test_process_corpus", | |
| "tests/test_downloader.py::test_dataset_downloader_download_and_checksum", | |
| "tests/test_downloader.py::test_dataset_manager_logging", | |
| "tests/test_evaluator.py::test_model_evaluator", | |
| "tests/test_mixer.py::test_dataset_mixer_fallback", | |
| "tests/test_mixer.py::test_dataset_mixer_ratios", | |
| "tests/test_model.py::test_slm_model_forward_and_loss", | |
| "tests/test_model.py::test_weight_tying", | |
| "tests/test_normalization.py::test_layernorm_forward_and_backward", | |
| "tests/test_normalization.py::test_rmsnorm_forward_and_backward", | |
| "tests/test_optimizer.py::test_custom_adamw_step", | |
| "tests/test_optimizer.py::test_custom_lion_step", | |
| "tests/test_pipeline.py::test_pipeline_orchestrator", | |
| "tests/test_prep.py::test_dataset_splitter", | |
| "tests/test_quality.py::test_quality_checker_checkpoint_and_loss", | |
| "tests/test_quality.py::test_quality_checker_tensor_and_weights", | |
| "tests/test_tokenizer_eval.py::test_tokenizer_evaluator", | |
| "tests/test_vision.py::TestVisionPipeline::test_ocr_and_vlm_pipeline", | |
| "tests/test_vision.py::TestVisionPipeline::test_vision_encoder_forward", | |
| "tests/test_vision.py::TestVisionPipeline::test_vision_patch_embedding" | |
| ] |