mgoin's picture
Updated compression_config to quantization_config
66cd427 verified
{
"_name_or_path": "/root/.cache/huggingface/hub/models--bigcode--starcoder2-3b/snapshots/733247c55e3f73af49ce8e9c7949bf14af205928",
"architectures": [
"Starcoder2ForCausalLM"
],
"attention_dropout": 0.1,
"bos_token_id": 0,
"embedding_dropout": 0.1,
"eos_token_id": 0,
"hidden_act": "gelu_pytorch_tanh",
"hidden_size": 3072,
"initializer_range": 0.018042,
"intermediate_size": 12288,
"max_position_embeddings": 16384,
"mlp_type": "default",
"model_type": "starcoder2",
"norm_epsilon": 1e-05,
"norm_type": "layer_norm",
"num_attention_heads": 24,
"num_hidden_layers": 30,
"num_key_value_heads": 2,
"residual_dropout": 0.1,
"rope_theta": 999999.4420358813,
"sliding_window": 4096,
"torch_dtype": "float32",
"transformers_version": "4.43.3",
"use_bias": true,
"use_cache": true,
"vocab_size": 49152,
"quantization_config": {
"config_groups": {
"group_0": {
"input_activations": {
"block_structure": null,
"dynamic": true,
"group_size": null,
"num_bits": 8,
"observer": "memoryless",
"observer_kwargs": {},
"strategy": "token",
"symmetric": true,
"type": "int"
},
"output_activations": null,
"targets": [
"Linear"
],
"weights": {
"block_structure": null,
"dynamic": false,
"group_size": null,
"num_bits": 8,
"observer": "minmax",
"observer_kwargs": {},
"strategy": "channel",
"symmetric": true,
"type": "int"
}
}
},
"format": "int-quantized",
"global_compression_ratio": 1.3879017053810396,
"ignore": [
"lm_head"
],
"kv_cache_scheme": null,
"quant_method": "compressed-tensors",
"quantization_status": "frozen",
"sparsity_config": {
"format": "dense",
"global_sparsity": 1.333353131567116,
"registry_requires_subclass": false,
"sparsity_structure": "unstructured"
}
}
}