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coverage.py v7.10.1, created at 2026-09-21 19:27 +0000

File class statements missing excluded branches partial coverage
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transformer_lens/conversion_utils/__init__.py (no class) 3 0 0 0 0 100%
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transformer_lens/model_bridge/generalized_components/vision_classifier_head.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/generalized_components/vision_embeddings.py VisionEmbeddingsBridge 1 0 0 0 0 100%
transformer_lens/model_bridge/generalized_components/vision_embeddings.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/generalized_components/vision_projection.py VisionProjectionBridge 10 2 0 4 2 71%
transformer_lens/model_bridge/generalized_components/vision_projection.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/get_params_util.py (no class) 124 5 0 52 2 96%
transformer_lens/model_bridge/remote_bridge.py RemoteBridge 75 11 0 42 10 80%
transformer_lens/model_bridge/remote_bridge.py (no class) 24 0 0 0 0 100%
transformer_lens/model_bridge/sources/__init__.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/sources/_bridge_builder.py (no class) 100 4 0 44 3 95%
transformer_lens/model_bridge/sources/_driver_base.py DriverBase 4 0 1 0 0 100%
transformer_lens/model_bridge/sources/_driver_base.py (no class) 14 0 12 0 0 100%
transformer_lens/model_bridge/sources/_hf_format.py (no class) 244 28 0 176 22 88%
transformer_lens/model_bridge/sources/inspect/__init__.py (no class) 9 4 0 2 0 45%
transformer_lens/model_bridge/sources/inspect/_provider_base.py _InspectModelAPIBase 35 6 0 16 2 80%
transformer_lens/model_bridge/sources/inspect/_provider_base.py (no class) 68 8 0 14 2 88%
transformer_lens/model_bridge/sources/inspect/conftest.py (no class) 3 3 0 0 0 0%
transformer_lens/model_bridge/sources/inspect/driver.py InspectDriver 98 6 0 30 5 91%
transformer_lens/model_bridge/sources/inspect/driver.py (no class) 28 0 0 0 0 100%
transformer_lens/model_bridge/sources/inspect/eval.py (no class) 57 2 0 16 3 93%
transformer_lens/model_bridge/sources/inspect/hooks.py (no class) 31 0 0 2 0 100%
transformer_lens/model_bridge/sources/inspect/intervention.py (no class) 29 4 0 18 4 83%
transformer_lens/model_bridge/sources/inspect/profiles.py TLBridgeProfile 13 2 0 4 1 82%
transformer_lens/model_bridge/sources/inspect/profiles.py VLLMLensProfile 31 11 0 16 5 57%
transformer_lens/model_bridge/sources/inspect/profiles.py (no class) 24 0 0 4 0 100%
transformer_lens/model_bridge/sources/inspect/source.py (no class) 60 1 0 16 4 93%
transformer_lens/model_bridge/sources/inspect/transformers_provider.py TransformerLensTransformersModelAPI 163 19 0 74 12 84%
transformer_lens/model_bridge/sources/inspect/transformers_provider.py (no class) 288 19 0 118 21 90%
transformer_lens/model_bridge/sources/inspect/vllm_provider.py TransformerLensVLLMModelAPI 157 22 0 60 9 85%
transformer_lens/model_bridge/sources/inspect/vllm_provider.py (no class) 39 4 0 12 2 84%
transformer_lens/model_bridge/sources/inspect/wire.py (no class) 34 3 0 10 2 89%
transformer_lens/model_bridge/sources/native/__init__.py (no class) 32 0 22 14 0 100%
transformer_lens/model_bridge/sources/native/init.py (no class) 101 1 0 30 3 97%
transformer_lens/model_bridge/sources/native/model.py NativeRMSNorm 8 0 0 0 0 100%
transformer_lens/model_bridge/sources/native/model.py NativeRMSNormPre 6 0 0 0 0 100%
transformer_lens/model_bridge/sources/native/model.py NativeLayerNormPre 7 0 0 0 0 100%
transformer_lens/model_bridge/sources/native/model.py NativeRotary 30 3 0 4 2 85%
transformer_lens/model_bridge/sources/native/model.py NativeAttention 59 1 0 22 1 98%
transformer_lens/model_bridge/sources/native/model.py NativeMLP 14 1 0 4 1 89%
transformer_lens/model_bridge/sources/native/model.py NativeGatedMLP 14 0 0 2 0 100%
transformer_lens/model_bridge/sources/native/model.py NativeBlock 12 0 0 4 0 100%
transformer_lens/model_bridge/sources/native/model.py NativeModel 41 4 0 20 4 87%
transformer_lens/model_bridge/sources/native/model.py (no class) 101 0 0 18 0 100%
transformer_lens/model_bridge/sources/tl_legacy.py (no class) 106 42 0 38 7 53%
transformer_lens/model_bridge/sources/transformers/__init__.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/sources/transformers/helpers.py (no class) 108 43 0 42 2 67%
transformer_lens/model_bridge/sources/transformers/source.py (no class) 171 14 0 100 14 90%
transformer_lens/model_bridge/sources/transformers_driver.py TransformersDriver 26 1 0 16 1 95%
transformer_lens/model_bridge/sources/transformers_driver.py (no class) 15 0 0 0 0 100%
transformer_lens/model_bridge/sources/vllm/__init__.py (no class) 3 0 0 0 0 100%
transformer_lens/model_bridge/sources/vllm/driver.py VLLMDriver 304 114 0 162 13 62%
transformer_lens/model_bridge/sources/vllm/driver.py (no class) 48 0 0 0 0 100%
transformer_lens/model_bridge/sources/vllm/internals.py (no class) 46 16 0 26 3 60%
transformer_lens/model_bridge/sources/vllm/intervention_specs.py (no class) 43 3 0 28 1 94%
transformer_lens/model_bridge/sources/vllm/overlays/__init__.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/sources/vllm/overlays/base.py AdapterOverlay 2 2 0 0 0 0%
transformer_lens/model_bridge/sources/vllm/overlays/base.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/sources/vllm/overlays/decoder_only.py DecoderOnlyOverlay 9 0 0 2 0 100%
transformer_lens/model_bridge/sources/vllm/overlays/decoder_only.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/sources/vllm/plugin.py (no class) 148 92 0 46 7 36%
transformer_lens/model_bridge/sources/vllm/source.py (no class) 90 0 0 28 1 99%
transformer_lens/model_bridge/sources/vllm/worker_extension.py TLWorkerExtension 53 6 0 22 2 87%
transformer_lens/model_bridge/sources/vllm/worker_extension.py (no class) 108 2 0 40 2 97%
transformer_lens/model_bridge/supported_architectures/__init__.py (no class) 157 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/_remote_code_compat.py (no class) 55 0 0 20 1 99%
transformer_lens/model_bridge/supported_architectures/afmoe.py AfmoeArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/afmoe.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/apertus.py ApertusArchitectureAdapter 47 3 0 6 2 91%
transformer_lens/model_bridge/supported_architectures/apertus.py (no class) 11 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/arcee.py ArceeArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/arcee.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/ast.py ASTArchitectureAdapter 20 1 0 6 3 85%
transformer_lens/model_bridge/supported_architectures/ast.py (no class) 11 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/audio_flamingo3.py AudioFlamingo3ArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/audio_flamingo3.py (no class) 2 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/baichuan.py _BaichuanAttentionBridge 46 6 0 14 4 83%
transformer_lens/model_bridge/supported_architectures/baichuan.py BaichuanArchitectureAdapter 73 19 0 26 3 68%
transformer_lens/model_bridge/supported_architectures/baichuan.py (no class) 28 0 0 6 0 100%
transformer_lens/model_bridge/supported_architectures/bamba.py BambaArchitectureAdapter 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/bamba.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/bart.py BartFamilyArchitectureAdapter 59 0 0 18 0 100%
transformer_lens/model_bridge/supported_architectures/bart.py BartArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/bart.py (no class) 22 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/bd3lm.py BD3LMArchitectureAdapter 49 12 0 16 3 71%
transformer_lens/model_bridge/supported_architectures/bd3lm.py (no class) 13 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/bert.py BertArchitectureAdapter 20 0 0 6 0 100%
transformer_lens/model_bridge/supported_architectures/bert.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/bitnet.py _BitNetAttentionBridge 5 0 0 2 1 86%
transformer_lens/model_bridge/supported_architectures/bitnet.py BitNetArchitectureAdapter 10 0 0 6 0 100%
transformer_lens/model_bridge/supported_architectures/bitnet.py (no class) 13 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/blenderbot.py BlenderbotArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/blenderbot.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/bloom.py BloomArchitectureAdapter 31 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/bloom.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/codegen.py CodeGenArchitectureAdapter 24 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/codegen.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/cohere.py CohereArchitectureAdapter 43 1 0 16 2 95%
transformer_lens/model_bridge/supported_architectures/cohere.py _Cohere2AttentionBridge 15 2 0 10 2 84%
transformer_lens/model_bridge/supported_architectures/cohere.py Cohere2ArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/cohere.py (no class) 36 1 0 12 1 96%
transformer_lens/model_bridge/supported_architectures/deepseek_v2.py DeepSeekMLAFamilyArchitectureAdapter 21 0 0 8 0 100%
transformer_lens/model_bridge/supported_architectures/deepseek_v2.py DeepSeekV2ArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/deepseek_v2.py (no class) 18 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/deepseek_v3.py DeepSeekV3ArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/deepseek_v3.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/deepseek_v4.py DeepseekV4HyperConnectionBridge 14 4 0 8 3 59%
transformer_lens/model_bridge/supported_architectures/deepseek_v4.py DeepseekV4CompressorBridge 16 4 0 10 4 62%
transformer_lens/model_bridge/supported_architectures/deepseek_v4.py DeepseekV4BlockBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/deepseek_v4.py DeepSeekV4ArchitectureAdapter 18 1 0 0 0 94%
transformer_lens/model_bridge/supported_architectures/deepseek_v4.py (no class) 24 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/dream.py DreamArchitectureAdapter 11 0 0 4 2 87%
transformer_lens/model_bridge/supported_architectures/dream.py (no class) 45 16 0 14 3 51%
transformer_lens/model_bridge/supported_architectures/emu3.py Emu3ArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/emu3.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/ernie4_5.py Ernie4_5ArchitectureAdapter 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/ernie4_5.py (no class) 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/ernie4_5_moe.py Ernie4_5_MoeArchitectureAdapter 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/ernie4_5_moe.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/exaone.py ExaoneArchitectureAdapter 18 13 0 4 0 23%
transformer_lens/model_bridge/supported_architectures/exaone.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/exaone4.py _Exaone4AttentionBridge 11 2 0 8 2 79%
transformer_lens/model_bridge/supported_architectures/exaone4.py Exaone4ArchitectureAdapter 6 0 0 2 0 100%
transformer_lens/model_bridge/supported_architectures/exaone4.py (no class) 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/falcon.py FalconArchitectureAdapter 79 25 0 34 6 67%
transformer_lens/model_bridge/supported_architectures/falcon.py (no class) 24 1 0 2 1 92%
transformer_lens/model_bridge/supported_architectures/falcon_h1.py FalconH1ArchitectureAdapter 15 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/falcon_h1.py (no class) 14 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/falcon_mamba.py FalconMambaArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/falcon_mamba.py (no class) 2 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/flex_olmo.py FlexOlmoArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/flex_olmo.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/florence2.py Florence2ArchitectureAdapter 7 0 0 2 0 100%
transformer_lens/model_bridge/supported_architectures/florence2.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma1.py Gemma1ArchitectureAdapter 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma1.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma2.py Gemma2ArchitectureAdapter 11 2 0 4 2 73%
transformer_lens/model_bridge/supported_architectures/gemma2.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma3.py Gemma3ArchitectureAdapter 11 2 0 0 0 82%
transformer_lens/model_bridge/supported_architectures/gemma3.py (no class) 21 10 0 10 0 35%
transformer_lens/model_bridge/supported_architectures/gemma3_multimodal.py Gemma3MultimodalArchitectureAdapter 14 2 0 0 0 86%
transformer_lens/model_bridge/supported_architectures/gemma3_multimodal.py (no class) 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma3n.py _SparsityPreservingGatedMLPBridge 2 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma3n.py Gemma3nArchitectureAdapter 11 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma3n.py (no class) 13 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma4.py Gemma4ArchitectureAdapter 19 0 0 4 0 100%
transformer_lens/model_bridge/supported_architectures/gemma4.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma4_text.py Gemma4TextArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gemma4_text.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gidd.py GiddArchitectureAdapter 15 10 0 2 0 29%
transformer_lens/model_bridge/supported_architectures/gidd.py (no class) 30 1 0 4 1 94%
transformer_lens/model_bridge/supported_architectures/glm.py GlmArchitectureAdapter 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm4.py Glm4ArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm4.py (no class) 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm4_moe.py Glm4MoeArchitectureAdapter 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm4_moe.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm4_moe_lite.py Glm4MoeLiteArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm4_moe_lite.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm4v.py Glm4vArchitectureAdapter 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm4v.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm_asr.py GlmAsrArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm_asr.py (no class) 2 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm_moe_dsa.py GlmMoeDsaArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/glm_moe_dsa.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gpt2.py QKVSplitRearrangeConversion 26 10 0 14 3 52%
transformer_lens/model_bridge/supported_architectures/gpt2.py GPT2ArchitectureAdapter 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gpt2.py (no class) 14 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gpt2_lm_head_custom.py Gpt2LmHeadCustomArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gpt2_lm_head_custom.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gpt_bigcode.py MQAQKVConversionRule 13 0 0 6 0 100%
transformer_lens/model_bridge/supported_architectures/gpt_bigcode.py GPTBigCodeArchitectureAdapter 34 0 0 4 1 97%
transformer_lens/model_bridge/supported_architectures/gpt_bigcode.py (no class) 15 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gpt_oss.py GPTOSSArchitectureAdapter 15 0 0 8 1 96%
transformer_lens/model_bridge/supported_architectures/gpt_oss.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gptj.py GptjArchitectureAdapter 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/gptj.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/granite.py GraniteArchitectureAdapter 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/granite.py (no class) 14 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/granite_moe.py GraniteMoeArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/granite_moe.py (no class) 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/granite_moe_hybrid.py GraniteMoeHybridArchitectureAdapter 18 0 0 6 0 100%
transformer_lens/model_bridge/supported_architectures/granite_moe_hybrid.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/hrm_text.py HrmTextArchitectureAdapter 34 17 0 22 2 45%
transformer_lens/model_bridge/supported_architectures/hrm_text.py (no class) 13 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/hubert.py HubertArchitectureAdapter 26 0 0 4 0 100%
transformer_lens/model_bridge/supported_architectures/hubert.py (no class) 14 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/hunyuan_v1_dense.py HunYuanDenseV1ArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/hunyuan_v1_dense.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/hyenadna.py _HyenaBlockBridge 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/hyenadna.py HyenaDNAArchitectureAdapter 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/hyenadna.py (no class) 15 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/idefics3.py Idefics3ArchitectureAdapter 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/idefics3.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/internlm2.py _InternLM2AttentionBridge 14 1 0 8 3 82%
transformer_lens/model_bridge/supported_architectures/internlm2.py InternLM2ArchitectureAdapter 56 21 0 18 1 51%
transformer_lens/model_bridge/supported_architectures/internlm2.py (no class) 19 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/jais2.py Jais2ArchitectureAdapter 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/jais2.py (no class) 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/jamba.py JambaArchitectureAdapter 37 0 0 4 1 98%
transformer_lens/model_bridge/supported_architectures/jamba.py (no class) 14 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/jetmoe.py _JetMoeAttentionBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/jetmoe.py JetMoeArchitectureAdapter 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/jetmoe.py (no class) 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/laguna.py LagunaArchitectureAdapter 13 2 0 4 2 76%
transformer_lens/model_bridge/supported_architectures/laguna.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/led.py _LEDEncoderQueryBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/led.py LEDArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/led.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/lfm2.py Lfm2ArchitectureAdapter 19 0 0 10 2 93%
transformer_lens/model_bridge/supported_architectures/lfm2.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/lfm2_moe.py Lfm2MoeGateBridge 9 9 0 4 0 0%
transformer_lens/model_bridge/supported_architectures/lfm2_moe.py Lfm2MoeArchitectureAdapter 26 0 0 18 4 91%
transformer_lens/model_bridge/supported_architectures/lfm2_moe.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llada.py _LLaDAAttentionBridge 60 9 0 24 10 77%
transformer_lens/model_bridge/supported_architectures/llada.py _LLaDABlockBridge 24 4 0 12 3 75%
transformer_lens/model_bridge/supported_architectures/llada.py _LLaDAGatedMLPBridge 13 12 0 0 0 8%
transformer_lens/model_bridge/supported_architectures/llada.py LLaDAArchitectureAdapter 48 0 0 16 2 97%
transformer_lens/model_bridge/supported_architectures/llada.py (no class) 39 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llada2_moe.py _LLaDA2FusedAttentionBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llada2_moe.py LLaDA2MoeArchitectureAdapter 29 1 0 10 3 90%
transformer_lens/model_bridge/supported_architectures/llada2_moe.py (no class) 19 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llama.py LlamaArchitectureAdapter 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llama.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llama4.py _Llama4SharedExpertBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llama4.py _Llama4MoEBridge 16 3 0 8 3 75%
transformer_lens/model_bridge/supported_architectures/llama4.py Llama4ArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llama4.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llama4_multimodal.py Llama4MultimodalArchitectureAdapter 8 0 0 2 0 100%
transformer_lens/model_bridge/supported_architectures/llama4_multimodal.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llava.py LlavaArchitectureAdapter 12 0 0 2 0 100%
transformer_lens/model_bridge/supported_architectures/llava.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llava_next.py LlavaNextArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llava_next.py (no class) 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/llava_onevision.py LlavaOnevisionArchitectureAdapter 12 2 0 10 2 82%
transformer_lens/model_bridge/supported_architectures/llava_onevision.py (no class) 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/longt5.py LongT5ArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/longt5.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/m2m100.py M2M100ArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/m2m100.py (no class) 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mamba.py MambaArchitectureAdapter 16 1 0 2 1 89%
transformer_lens/model_bridge/supported_architectures/mamba.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mamba2.py Mamba2ArchitectureAdapter 27 1 0 2 1 93%
transformer_lens/model_bridge/supported_architectures/mamba2.py (no class) 17 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/marian.py MarianArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/marian.py (no class) 2 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mbart.py MBartArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mbart.py (no class) 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mingpt.py MingptArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mingpt.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/minimax_m2.py MiniMaxM2ArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/minimax_m2.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/ministral3.py Ministral3ArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/ministral3.py (no class) 2 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mistral.py MistralArchitectureAdapter 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mistral.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mistral3.py Mistral3ArchitectureAdapter 2 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mistral3.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mixtral.py MixtralArchitectureAdapter 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mixtral.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/modernbert_decoder.py ModernBertDecoderArchitectureAdapter 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/modernbert_decoder.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/mpt.py MPTArchitectureAdapter 20 0 0 2 1 95%
transformer_lens/model_bridge/supported_architectures/mpt.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/music_flamingo.py MusicFlamingoArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/music_flamingo.py (no class) 2 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/nanochat.py NanoChatArchitectureAdapter 7 0 0 2 0 100%
transformer_lens/model_bridge/supported_architectures/nanochat.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/nanogpt.py NanogptArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/nanogpt.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/native.py NativeArchitectureAdapter 21 0 0 8 1 97%
transformer_lens/model_bridge/supported_architectures/native.py (no class) 42 0 0 14 0 100%
transformer_lens/model_bridge/supported_architectures/neel_solu_old.py NeelSoluOldArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/neel_solu_old.py (no class) 23 15 0 12 0 23%
transformer_lens/model_bridge/supported_architectures/nemotron.py NemotronArchitectureAdapter 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/nemotron.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/nemotron_h.py NemotronHArchitectureAdapter 21 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/nemotron_h.py (no class) 11 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/neo.py NeoLinearTransposeConversion 13 0 0 4 0 100%
transformer_lens/model_bridge/supported_architectures/neo.py NeoArchitectureAdapter 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/neo.py (no class) 13 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/neox.py NeoxArchitectureAdapter 42 0 0 2 0 100%
transformer_lens/model_bridge/supported_architectures/neox.py (no class) 13 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmo.py OlmoArchitectureAdapter 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmo.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmo2.py Olmo2ArchitectureAdapter 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmo2.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmo3.py Olmo3ArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmo3.py (no class) 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmo_hybrid.py _OlmoHybridBlockBridge 15 2 0 6 2 81%
transformer_lens/model_bridge/supported_architectures/olmo_hybrid.py OlmoHybridArchitectureAdapter 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmo_hybrid.py (no class) 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmoe.py OlmoeArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/olmoe.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/openai_gpt.py _OpenAIGPTJointQKVAttentionBridge 4 1 0 2 1 67%
transformer_lens/model_bridge/supported_architectures/openai_gpt.py OpenAIGPTArchitectureAdapter 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/openai_gpt.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/openelm.py OpenElmArchitectureAdapter 52 28 0 26 4 41%
transformer_lens/model_bridge/supported_architectures/openelm.py (no class) 11 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/opt.py _UnflattenTokens 10 0 0 4 0 100%
transformer_lens/model_bridge/supported_architectures/opt.py _OptBlockBridge 22 1 0 16 4 87%
transformer_lens/model_bridge/supported_architectures/opt.py OptArchitectureAdapter 26 0 0 12 1 97%
transformer_lens/model_bridge/supported_architectures/opt.py (no class) 19 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/ouro.py OuroArchitectureAdapter 14 9 0 8 0 23%
transformer_lens/model_bridge/supported_architectures/ouro.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/pegasus.py PegasusArchitectureAdapter 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/pegasus.py (no class) 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/phi.py PhiArchitectureAdapter 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/phi.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/phi3.py _SizedSplitConversion 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/phi3.py Phi3ArchitectureAdapter 93 14 0 42 9 77%
transformer_lens/model_bridge/supported_architectures/phi3.py (no class) 20 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/phimoe.py PhiMoEArchitectureAdapter 34 5 0 18 2 83%
transformer_lens/model_bridge/supported_architectures/phimoe.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/pretrain.py DenseOrMoEFeedForwardBridge 36 5 0 24 4 82%
transformer_lens/model_bridge/supported_architectures/pretrain.py _LogitsAttrDict 4 2 0 0 0 50%
transformer_lens/model_bridge/supported_architectures/pretrain.py PretrainModelContainer 30 1 0 20 1 96%
transformer_lens/model_bridge/supported_architectures/pretrain.py NativeForwardAttentionBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/pretrain.py PretrainArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/pretrain.py (no class) 35 2 0 6 2 90%
transformer_lens/model_bridge/supported_architectures/qwen.py QwenArchitectureAdapter 39 1 0 8 1 96%
transformer_lens/model_bridge/supported_architectures/qwen.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen2.py Qwen2ArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen2.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen2_5_vl.py Qwen2_5_VLArchitectureAdapter 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen2_5_vl.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen2_audio.py Qwen2AudioArchitectureAdapter 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen2_audio.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen2_moe.py Qwen2MoeRouterBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen2_moe.py Qwen2MoeArchitectureAdapter 6 1 0 2 1 75%
transformer_lens/model_bridge/supported_architectures/qwen2_moe.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3.py Qwen3ArchitectureAdapter 17 0 0 4 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3.py (no class) 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_5.py Qwen3_5ArchitectureAdapter 15 0 0 4 1 95%
transformer_lens/model_bridge/supported_architectures/qwen3_5.py (no class) 7 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_5_moe.py Qwen3_5MoeArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_5_moe.py Qwen3_5MoeMultimodalArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_5_moe.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_5_multimodal.py Qwen3_5MultimodalArchitectureAdapter 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_5_multimodal.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_moe.py Qwen3MoeArchitectureAdapter 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_moe.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_next.py Qwen3NextArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_next.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_vl.py _DeepStackMergerBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_vl.py Qwen3VLArchitectureAdapter 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_vl.py (no class) 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_vl_moe.py Qwen3VLMoeArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/qwen3_vl_moe.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/raven.py RavenArchitectureAdapter 21 1 0 6 2 89%
transformer_lens/model_bridge/supported_architectures/raven.py (no class) 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/recurrent_gemma.py RecurrentGemmaBlockBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/recurrent_gemma.py RecurrentGemmaArchitectureAdapter 13 0 0 4 0 100%
transformer_lens/model_bridge/supported_architectures/recurrent_gemma.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/rwkv.py _RwkvBlockBridge 0 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/rwkv.py RwkvArchitectureAdapter 17 0 0 4 2 90%
transformer_lens/model_bridge/supported_architectures/rwkv.py (no class) 15 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/rwkv7.py RWKV7ArchitectureAdapter 35 1 0 6 2 93%
transformer_lens/model_bridge/supported_architectures/rwkv7.py (no class) 11 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/seed_oss.py SeedOssArchitectureAdapter 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/seed_oss.py (no class) 4 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/smollm3.py _SmolLM3AttentionBridge 6 0 0 4 0 100%
transformer_lens/model_bridge/supported_architectures/smollm3.py SmolLM3ArchitectureAdapter 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/smollm3.py (no class) 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/stablelm.py StableLmArchitectureAdapter 18 0 0 2 0 100%
transformer_lens/model_bridge/supported_architectures/stablelm.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/starcoder2.py Starcoder2ArchitectureAdapter 9 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/starcoder2.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/switch_transformers.py _SwitchBlockBridge 1 1 0 0 0 0%
transformer_lens/model_bridge/supported_architectures/switch_transformers.py SwitchTransformersArchitectureAdapter 8 2 0 0 0 75%
transformer_lens/model_bridge/supported_architectures/switch_transformers.py (no class) 11 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/t5.py T5ArchitectureAdapter 15 0 0 2 0 100%
transformer_lens/model_bridge/supported_architectures/t5.py (no class) 6 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/t5gemma.py T5GemmaArchitectureAdapter 25 14 0 10 0 31%
transformer_lens/model_bridge/supported_architectures/t5gemma.py (no class) 11 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/t5gemma2.py T5Gemma2ArchitectureAdapter 36 20 0 16 0 31%
transformer_lens/model_bridge/supported_architectures/t5gemma2.py (no class) 12 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/vaultgemma.py VaultGemmaArchitectureAdapter 5 0 0 4 1 89%
transformer_lens/model_bridge/supported_architectures/vaultgemma.py (no class) 8 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/vit.py ViTArchitectureAdapter 27 0 0 10 0 100%
transformer_lens/model_bridge/supported_architectures/vit.py (no class) 13 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/wav2vec2.py Wav2Vec2ArchitectureAdapter 6 0 0 6 1 92%
transformer_lens/model_bridge/supported_architectures/wav2vec2.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/xglm.py XGLMArchitectureAdapter 10 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/xglm.py (no class) 5 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/youtu.py YoutuArchitectureAdapter 1 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/youtu.py (no class) 3 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/zamba2.py Zamba2ArchitectureAdapter 19 0 0 0 0 100%
transformer_lens/model_bridge/supported_architectures/zamba2.py (no class) 10 0 0 0 0 100%
transformer_lens/model_bridge/transformer_bridge.py TransformerBridge 1654 198 1 1042 120 86%
transformer_lens/model_bridge/transformer_bridge.py (no class) 185 0 2 6 0 100%
transformer_lens/model_bridge/types.py (no class) 11 0 0 0 0 100%
transformer_lens/model_protocol.py TransformerLensModel 0 0 4 0 0 100%
transformer_lens/model_protocol.py TrainableTransformerLensModel 0 0 5 0 0 100%
transformer_lens/model_protocol.py TransformerLensModelWithWeights 0 0 5 0 0 100%
transformer_lens/model_protocol.py (no class) 8 0 35 0 0 100%
transformer_lens/patching.py (no class) 142 38 34 14 6 72%
transformer_lens/supported_models.py (no class) 18 0 0 6 0 100%
transformer_lens/tools/__init__.py (no class) 10 2 0 2 1 75%
transformer_lens/tools/analysis/__init__.py (no class) 9 0 0 0 0 100%
transformer_lens/tools/analysis/_model_state.py (no class) 20 0 0 12 0 100%
transformer_lens/tools/analysis/attribution_patching.py GradientCache 0 0 0 0 0 100%
transformer_lens/tools/analysis/attribution_patching.py Node 36 5 0 40 5 87%
transformer_lens/tools/analysis/attribution_patching.py EdgeAttributionConfig 4 0 0 4 0 100%
transformer_lens/tools/analysis/attribution_patching.py AttributionResult 4 0 0 0 0 100%
transformer_lens/tools/analysis/attribution_patching.py (no class) 280 12 0 112 17 93%
transformer_lens/tools/analysis/backward_lens.py LinearGradientFactors 0 0 0 0 0 100%
transformer_lens/tools/analysis/backward_lens.py VocabularyRanking 0 0 0 0 0 100%
transformer_lens/tools/analysis/backward_lens.py BackwardLensMatrixResult 38 7 0 26 7 78%
transformer_lens/tools/analysis/backward_lens.py BackwardLensLayerResult 0 0 0 0 0 100%
transformer_lens/tools/analysis/backward_lens.py BackwardLensResult 4 0 0 4 0 100%
transformer_lens/tools/analysis/backward_lens.py _MLPLayerGradientFactors 0 0 0 0 0 100%
transformer_lens/tools/analysis/backward_lens.py _DenseMLPGradientCapture 0 0 0 0 0 100%
transformer_lens/tools/analysis/backward_lens.py _MLPLinear 0 0 0 0 0 100%
transformer_lens/tools/analysis/backward_lens.py BackwardLens 22 2 0 10 2 88%
transformer_lens/tools/analysis/backward_lens.py (no class) 372 22 0 140 22 91%
transformer_lens/tools/analysis/direct_logit_attribution.py DirectLogitAttribution 5 0 0 2 1 86%
transformer_lens/tools/analysis/direct_logit_attribution.py (no class) 47 2 0 20 2 94%
transformer_lens/tools/analysis/direct_path_patching.py (no class) 60 2 0 10 2 94%
transformer_lens/tools/analysis/jacobian_lens.py JacobianLensReadout 7 7 0 4 0 0%
transformer_lens/tools/analysis/jacobian_lens.py JacobianLens 402 18 0 164 14 94%
transformer_lens/tools/analysis/jacobian_lens.py _frozen_parameters 7 0 0 4 0 100%
transformer_lens/tools/analysis/jacobian_lens.py (no class) 276 3 0 84 5 98%
transformer_lens/tools/analysis/jacobian_lens_coordinate_patch.py CoordinatePatch 0 0 0 0 0 100%
transformer_lens/tools/analysis/jacobian_lens_coordinate_patch.py (no class) 244 17 0 92 16 90%
transformer_lens/tools/analysis/jacobian_lens_decomposition.py JSpaceDecomposition 0 0 0 0 0 100%
transformer_lens/tools/analysis/jacobian_lens_decomposition.py JSpaceOccupancy 0 0 0 0 0 100%
transformer_lens/tools/analysis/jacobian_lens_decomposition.py JSpaceVarianceProfile 0 0 0 0 0 100%
transformer_lens/tools/analysis/jacobian_lens_decomposition.py (no class) 265 10 0 96 10 94%
transformer_lens/tools/analysis/projection_kernel.py SubspaceBasis 1 0 0 0 0 100%
transformer_lens/tools/analysis/projection_kernel.py ProjectionKernelResult 0 0 0 0 0 100%
transformer_lens/tools/analysis/projection_kernel.py RandomSubspaceReference 0 0 0 0 0 100%
transformer_lens/tools/analysis/projection_kernel.py AttentionHeadRef 1 1 0 0 0 0%
transformer_lens/tools/analysis/projection_kernel.py HeadAffinityPair 0 0 0 0 0 100%
transformer_lens/tools/analysis/projection_kernel.py HeadAffinityResult 13 0 0 4 1 94%
transformer_lens/tools/analysis/projection_kernel.py (no class) 323 26 0 120 26 88%
transformer_lens/tools/analysis/svd_circuits.py DegenerateDirectionError 0 0 0 0 0 100%
transformer_lens/tools/analysis/svd_circuits.py RankReportRow 0 0 0 0 0 100%
transformer_lens/tools/analysis/svd_circuits.py HeadSVD 27 0 0 12 0 100%
transformer_lens/tools/analysis/svd_circuits.py HeadDecomposition 0 0 0 0 0 100%
transformer_lens/tools/analysis/svd_circuits.py (no class) 111 1 0 24 1 99%
transformer_lens/tools/model_registry/__init__.py (no class) 8 0 0 0 0 100%
transformer_lens/tools/model_registry/alias_drift.py DriftReport 2 0 0 0 0 100%
transformer_lens/tools/model_registry/alias_drift.py (no class) 59 28 0 20 2 44%
transformer_lens/tools/model_registry/api.py (no class) 144 47 0 52 9 60%
transformer_lens/tools/model_registry/checkpoints.py (no class) 22 1 0 10 1 94%
transformer_lens/tools/model_registry/discover_architectures.py ArchitectureEntry 0 0 0 0 0 100%
transformer_lens/tools/model_registry/discover_architectures.py (no class) 100 100 0 30 0 0%
transformer_lens/tools/model_registry/exceptions.py ModelRegistryError 0 0 0 0 0 100%
transformer_lens/tools/model_registry/exceptions.py ModelNotFoundError 6 1 0 2 1 75%
transformer_lens/tools/model_registry/exceptions.py ArchitectureNotSupportedError 6 6 0 2 0 0%
transformer_lens/tools/model_registry/exceptions.py DataNotLoadedError 6 6 0 2 0 0%
transformer_lens/tools/model_registry/exceptions.py DataValidationError 8 8 0 4 0 0%
transformer_lens/tools/model_registry/exceptions.py (no class) 10 0 0 0 0 100%
transformer_lens/tools/model_registry/generate_report.py (no class) 113 104 0 34 1 7%
transformer_lens/tools/model_registry/hf_scraper.py (no class) 382 382 6 156 0 0%
transformer_lens/tools/model_registry/registry_io.py (no class) 168 17 0 74 4 88%
transformer_lens/tools/model_registry/relevancy.py (no class) 40 0 0 18 0 100%
transformer_lens/tools/model_registry/schemas.py ModelMetadata 5 0 0 2 0 100%
transformer_lens/tools/model_registry/schemas.py ModelEntry 25 7 0 16 3 71%
transformer_lens/tools/model_registry/schemas.py ArchitectureGap 3 0 0 0 0 100%
transformer_lens/tools/model_registry/schemas.py ScanInfo 5 1 0 2 1 71%
transformer_lens/tools/model_registry/schemas.py SupportedModelsReport 6 0 0 2 1 88%
transformer_lens/tools/model_registry/schemas.py ArchitectureGapsReport 6 0 0 2 1 88%
transformer_lens/tools/model_registry/schemas.py ArchitectureStats 1 1 0 0 0 0%
transformer_lens/tools/model_registry/schemas.py ArchitectureAnalysis 1 1 0 0 0 0%
transformer_lens/tools/model_registry/schemas.py (no class) 90 0 0 0 0 100%
transformer_lens/tools/model_registry/validate.py ValidationError 3 3 0 2 0 0%
transformer_lens/tools/model_registry/validate.py ValidationResult 1 0 0 0 0 100%
transformer_lens/tools/model_registry/validate.py (no class) 246 90 0 146 37 56%
transformer_lens/tools/model_registry/verification.py VerificationRecord 2 0 0 0 0 100%
transformer_lens/tools/model_registry/verification.py VerificationHistory 19 0 0 8 1 96%
transformer_lens/tools/model_registry/verification.py (no class) 29 0 0 0 0 100%
transformer_lens/tools/model_registry/verify_models.py ModelCandidate 0 0 0 0 0 100%
transformer_lens/tools/model_registry/verify_models.py VerificationProgress 2 2 0 0 0 0%
transformer_lens/tools/model_registry/verify_models.py (no class) 729 500 0 352 27 29%
transformer_lens/tools/training.py TrainConfig 0 0 0 0 0 100%
transformer_lens/tools/training.py (no class) 77 17 0 32 9 71%
transformer_lens/utilities/__init__.py (no class) 19 0 0 0 0 100%
transformer_lens/utilities/activation_functions.py XIELU 10 0 0 0 0 100%
transformer_lens/utilities/activation_functions.py (no class) 36 4 0 2 0 89%
transformer_lens/utilities/addmm.py (no class) 10 10 0 0 0 0%
transformer_lens/utilities/aliases.py (no class) 59 8 0 36 2 87%
transformer_lens/utilities/architectures.py (no class) 57 8 0 22 6 82%
transformer_lens/utilities/attention.py (no class) 17 9 0 4 0 38%
transformer_lens/utilities/attn_implementation.py (no class) 31 0 0 16 0 100%
transformer_lens/utilities/attribute_utils.py (no class) 11 8 0 4 0 20%
transformer_lens/utilities/bridge_components.py (no class) 44 5 0 24 5 85%
transformer_lens/utilities/cache.py (no class) 6 0 0 2 0 100%
transformer_lens/utilities/components_utils.py (no class) 29 4 0 18 4 83%
transformer_lens/utilities/defaults_utils.py LocallyOverridenDefaults 23 23 0 10 0 0%
transformer_lens/utilities/defaults_utils.py (no class) 11 0 0 0 0 100%
transformer_lens/utilities/devices.py ModelWithCfg 0 0 2 0 0 100%
transformer_lens/utilities/devices.py (no class) 63 0 3 34 3 97%
transformer_lens/utilities/exploratory_utils.py (no class) 48 40 0 16 0 12%
transformer_lens/utilities/gpu_utils.py (no class) 5 1 0 0 0 80%
transformer_lens/utilities/heterogeneous_config.py HetSafeConfigView 9 1 0 4 1 85%
transformer_lens/utilities/heterogeneous_config.py (no class) 30 2 0 10 1 92%
transformer_lens/utilities/hf_utils.py (no class) 216 55 6 78 11 71%
transformer_lens/utilities/initialization_utils.py (no class) 41 0 0 8 0 100%
transformer_lens/utilities/library_utils.py (no class) 4 0 0 0 0 100%
transformer_lens/utilities/lm_utils.py (no class) 23 1 0 6 1 93%
transformer_lens/utilities/logits_utils.py (no class) 56 1 0 20 1 97%
transformer_lens/utilities/matrix.py (no class) 23 2 0 6 1 90%
transformer_lens/utilities/multi_gpu.py (no class) 142 20 3 64 2 87%
transformer_lens/utilities/parameter_swap.py (no class) 21 0 0 8 0 100%
transformer_lens/utilities/quantization.py (no class) 50 2 0 28 2 95%
transformer_lens/utilities/slice.py Slice 31 4 0 18 3 86%
transformer_lens/utilities/slice.py (no class) 15 0 0 0 0 100%
transformer_lens/utilities/tensors.py (no class) 87 40 0 42 0 49%
transformer_lens/utilities/tl_checkpoint_conversion.py (no class) 49 0 0 12 0 100%
transformer_lens/utilities/tokenize_utils.py (no class) 115 3 0 48 6 94%
transformer_lens/utilities/tracr.py (no class) 60 5 0 18 5 87%
transformer_lens/utilities/typed_module_list.py TypedModuleList 0 0 0 0 0 100%
transformer_lens/utilities/typed_module_list.py (no class) 4 0 0 0 0 100%
transformer_lens/weight_processing.py ProcessWeights 808 176 4 418 87 75%
transformer_lens/weight_processing.py (no class) 63 0 42 0 0 100%
Total   29554 6368 310 11290 1633 75%

No items found using the specified filter.