tarekziade HF Staff
Publish MIC usage, slim fixture and reviewed Transformers expectations
1949d4a verified | { | |
| "fixture": "huggingface-mic/phi-2-mic", | |
| "key": "97b6a16aa5670860288f384e8955b1ba3b0995d7c7124e3049ffd39659c0a7aa", | |
| "key_fields": { | |
| "architectures": [ | |
| "PhiForCausalLM" | |
| ], | |
| "output_hidden_states": false, | |
| "return_dict": true, | |
| "chunk_size_feed_forward": 0, | |
| "is_encoder_decoder": false, | |
| "id2label": { | |
| "0": "LABEL_0", | |
| "1": "LABEL_1" | |
| }, | |
| "label2id": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "problem_type": null, | |
| "vocab_size": 51200, | |
| "hidden_size": 64, | |
| "intermediate_size": 128, | |
| "num_hidden_layers": 2, | |
| "num_attention_heads": 4, | |
| "num_key_value_heads": 4, | |
| "resid_pdrop": 0.1, | |
| "embd_pdrop": 0.0, | |
| "attention_dropout": 0.0, | |
| "hidden_act": "gelu_new", | |
| "max_position_embeddings": 2048, | |
| "initializer_range": 0.02, | |
| "layer_norm_eps": 1e-05, | |
| "use_cache": true, | |
| "tie_word_embeddings": false, | |
| "rope_parameters": { | |
| "rope_theta": 10000.0, | |
| "partial_rotary_factor": 0.4, | |
| "rope_type": "default" | |
| }, | |
| "qk_layernorm": false, | |
| "bos_token_id": 50256, | |
| "eos_token_id": 50256, | |
| "pad_token_id": null, | |
| "model_type": "phi", | |
| "output_attentions": false, | |
| "dtype": "float16" | |
| }, | |
| "covers": { | |
| "microsoft/phi-2": "810d367871c1d460086d9f82db8696f2e0a0fcd0" | |
| }, | |
| "built_from": { | |
| "repo": "microsoft/phi-2", | |
| "revision": "810d367871c1d460086d9f82db8696f2e0a0fcd0" | |
| }, | |
| "seed": 17, | |
| "dtype": "float16", | |
| "builder": "example/build_fixtures.py", | |
| "builder_revision": "98ca7f9ba1ef19455052778369c6bd86c8c7689f", | |
| "recipe": { | |
| "seed": 17, | |
| "model_class": "PhiForCausalLM" | |
| }, | |
| "shrink": "rule", | |
| "model_class": "PhiForCausalLM", | |
| "parameters": 6671616, | |
| "missing_parameters": [], | |
| "checkpoint_inspection": "parameter headers/indexes; bounded binary fallback", | |
| "numeric_health_scope": "CPU float32/bfloat16/float16; autocast for low-precision losses", | |
| "captured": { | |
| "call": "training step", | |
| "inputs": [ | |
| "attention_mask", | |
| "input_ids", | |
| "labels" | |
| ], | |
| "class": "PhiForCausalLM" | |
| }, | |
| "weights": "random", | |
| "gate": { | |
| "random": { | |
| "pass": true, | |
| "accepted_insensitive": {}, | |
| "threshold": 0.001, | |
| "deltas": { | |
| "input_ids:roll_batch": 1.275390625, | |
| "input_ids:reverse": 1.21044921875, | |
| "attention_mask:all_ones": 0.837646484375 | |
| }, | |
| "weakest": "attention_mask:all_ones", | |
| "no_perturbation_defined": [], | |
| "not_a_forward_parameter": [] | |
| } | |
| }, | |
| "numeric_health": { | |
| "float32": { | |
| "outputs_finite": true, | |
| "loss_finite": true, | |
| "gradients_finite": true, | |
| "finite": true | |
| }, | |
| "bfloat16": { | |
| "outputs_finite": true, | |
| "loss_finite": true, | |
| "gradients_finite": true, | |
| "finite": true | |
| }, | |
| "float16": { | |
| "outputs_finite": true, | |
| "loss_finite": true, | |
| "unscaled_gradients_finite": true, | |
| "finite": true | |
| } | |
| }, | |
| "copied_unchanged": [ | |
| "CODE_OF_CONDUCT.md", | |
| "LICENSE", | |
| "NOTICE.md", | |
| "SECURITY.md", | |
| "added_tokens.json", | |
| "data_summary_card.md", | |
| "generation_config.json", | |
| "merges.txt", | |
| "special_tokens_map.json", | |
| "tokenizer.json", | |
| "tokenizer_config.json", | |
| "vocab.json" | |
| ], | |
| "environment": { | |
| "python": "3.12.12", | |
| "machine": "arm64", | |
| "torch": "2.14.1", | |
| "transformers": "5.22.0.dev0", | |
| "tokenizers": "0.23.3" | |
| }, | |
| "sha256": { | |
| "CODE_OF_CONDUCT.md": "9daeae709a0bd71bcfd1c96dc5822ecec5210327eff929da64b0ae7f8faf1444", | |
| "LICENSE": "fa8235e5b48faca34e3ca98cf4f694ef08bd216d28b58071a1f85b1d50cb814d", | |
| "NOTICE.md": "6ac541192c253d21cd16a597ce69c515868e031db3f32f75d996b993b5aca216", | |
| "SECURITY.md": "7b6976eec43edfa68b79a459dd089c56b7a395916dbf1a01bd11e6d86e12128f", | |
| "added_tokens.json": "eca8e90d1be6af3afeb1a37f070f9492645c551a9fb2e1ce2a4a8b21f04ffc8b", | |
| "config.json": "ff3e3c9cabbd0414e32f13e2a572432d2c0d5126009fab14054dd71b0220c348", | |
| "data_summary_card.md": "a12a5d701ee9e71bc1dde42e53c0e82842f38a6ecbebd595e3c72048c9fb499f", | |
| "generation_config.json": "ff2cfaa2f4c36c6ef17614096093e3b49c9efe6ddfd6cf20a50de5104ee2d1ed", | |
| "merges.txt": "1ce1664773c50f3e0cc8842619a93edc4624525b728b188a9e0be33b7726adc5", | |
| "model.safetensors": "001723778a24d6397593f66785c33144f93c495ab9a75220e340ad93f4c3fbc1", | |
| "special_tokens_map.json": "6f50ab5a5a509a1c309d6171f339b196a900dc9c99ad0408ff23bb615fdae7ad", | |
| "tokenizer.json": "337da36be7a71a6e88aa9148967a7bc8736f4b47c7de8e19ba92b89e80734cfc", | |
| "tokenizer_config.json": "1906c7514a738bd743a05d7d95c8e9aeddb4d8c9ffdda4fb6ee05653fb6b97c4", | |
| "vocab.json": "3ba3c3109ff33976c4bd966589c11ee14fcaa1f4c9e5e154c2ed7f99d80709e7" | |
| } | |
| } | |