tiny-aya-global-mic / build.json
tarekziade's picture
tarekziade HF Staff
Publish MIC usage, slim fixture and reviewed Transformers expectations
efb1356 verified
Raw History Blame Contribute Delete
4.12 kB
{
"fixture": "huggingface-mic/tiny-aya-global-mic",
"key": "7ec67d2caa1674bf17f5a05c3a83132c771e55344c411d9b1dc8208b35ee2003",
"key_fields": {
"architectures": [
"Cohere2ForCausalLM"
],
"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": 262144,
"hidden_size": 64,
"intermediate_size": 128,
"logit_scale": 1.0,
"num_hidden_layers": 2,
"num_attention_heads": 4,
"num_key_value_heads": 2,
"hidden_act": "silu",
"max_position_embeddings": 8192,
"initializer_range": 0.02,
"layer_norm_eps": 1e-05,
"use_cache": true,
"pad_token_id": 0,
"bos_token_id": 2,
"eos_token_id": 3,
"tie_word_embeddings": true,
"rope_parameters": {
"rope_theta": 50000,
"rope_type": "default"
},
"attention_bias": false,
"attention_dropout": 0.0,
"sliding_window": 4096,
"layer_types": [
"sliding_attention",
"full_attention"
],
"head_dim": 16,
"_sliding_window_pattern": 4,
"cache_implementation": "hybrid",
"layer_switch": 4,
"model_type": "cohere2",
"order_of_interleaved_layers": "local_attn_first",
"position_embedding_type": "rope_gptj",
"rotary_pct": 1.0,
"sliding_window_pattern": 4,
"use_embedding_sharing": true,
"use_gated_activation": true,
"use_parallel_block": true,
"use_parallel_embedding": false,
"use_qk_norm": false,
"output_attentions": false,
"dtype": "bfloat16"
},
"covers": {
"CohereLabs/tiny-aya-global": "af89d219b53ed9b13b8a4645f9c8028973510324"
},
"built_from": {
"repo": "CohereLabs/tiny-aya-global",
"revision": "af89d219b53ed9b13b8a4645f9c8028973510324"
},
"seed": 17,
"dtype": "bfloat16",
"builder": "example/build_fixtures.py",
"builder_revision": "4fe1f16c8fa5ca6e12a45df69cc19e5c6791e39c",
"recipe": {
"seed": 17,
"model_class": "Cohere2ForCausalLM"
},
"shrink": "rule",
"model_class": "Cohere2ForCausalLM",
"parameters": 16851136,
"missing_parameters": [],
"serialization": {
"file": "model.safetensors",
"reverted_conversions": []
},
"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": "Cohere2ForCausalLM"
},
"weights": "random",
"gate": {
"random": {
"pass": true,
"accepted_insensitive": {},
"threshold": 0.001,
"deltas": {
"input_ids:roll_batch": 1.31591796875,
"input_ids:reverse": 1.46875,
"attention_mask:all_ones": 0.8212890625
},
"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": [
"generation_config.json",
"special_tokens_map.json",
"tokenizer.json",
"tokenizer_config.json"
],
"environment": {
"python": "3.12.12",
"machine": "arm64",
"torch": "2.14.1",
"transformers": "5.22.0.dev0",
"tokenizers": "0.23.3"
},
"sha256": {
"config.json": "2babad502695d980ffe2222cce28cefb1418ca07747081f041ae548c519447e2",
"generation_config.json": "0efa696e1ebc0484f8e16fcd1141dba1e897c4699ff971052e43ce5d6d4bf4d0",
"model.safetensors": "7468ee6ee93f0902ff1445d207d3280a175dac3d3b0f67256969e65c9a7e4740",
"special_tokens_map.json": "2b7ce39630f8a18705331a9b32c3b2236e96e7410791f98a9f8b6494e3ab2ea6",
"tokenizer.json": "2227ea9c52e8afb3f98bfed2679008b275f2664de69dfde174b374389eb0225d",
"tokenizer_config.json": "fb56a3ef7659346aae196a2ab877355f1e7fd871c36843f709bb2e23c606d972"
}
}