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mosaicml-mpt-7b-8k-bnb-8bit-smashed

Text Generation
Transformers
Safetensors
mpt
pruna-ai
custom_code
text-generation-inference
Inference Endpoints
8-bit precision
bitsandbytes
Model card Files Community
2
mosaicml-mpt-7b-8k-bnb-8bit-smashed
File size: 2,116 Bytes 
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{
  "_name_or_path": "/tmp/tmpq2clb01e",
  "architectures": [
    "MPTForCausalLM"
  ],
  "attn_config": {
    "alibi": true,
    "alibi_bias_max": 8,
    "attn_impl": "torch",
    "attn_pdrop": 0,
    "attn_type": "multihead_attention",
    "attn_uses_sequence_id": false,
    "clip_qkv": null,
    "prefix_lm": false,
    "qk_gn": false,
    "qk_ln": false,
    "rope": false,
    "rope_dail_config": {
      "pos_idx_in_fp32": true,
      "type": "original",
      "xpos_scale_base": 512
    },
    "rope_hf_config": {
      "factor": 1.0,
      "type": "no_scaling"
    },
    "rope_impl": "dail",
    "rope_theta": 10000,
    "sliding_window_size": -1,
    "softmax_scale": null
  },
  "auto_map": {
    "AutoConfig": "configuration_mpt.MPTConfig",
    "AutoModelForCausalLM": "modeling_mpt.MPTForCausalLM"
  },
  "d_model": 4096,
  "emb_pdrop": 0,
  "embedding_fraction": 1.0,
  "expansion_ratio": 4,
  "fc_type": "torch",
  "ffn_config": {
    "fc_type": "torch",
    "ffn_type": "mptmlp"
  },
  "init_config": {
    "emb_init_std": null,
    "emb_init_uniform_lim": null,
    "fan_mode": "fan_in",
    "init_div_is_residual": true,
    "init_gain": 0.0,
    "init_nonlinearity": "relu",
    "init_std": null,
    "name": "kaiming_normal_",
    "verbose": 0
  },
  "init_device": "cpu",
  "learned_pos_emb": false,
  "logit_scale": null,
  "max_seq_len": 8192,
  "model_type": "mpt",
  "n_heads": 32,
  "n_layers": 32,
  "no_bias": true,
  "norm_type": "low_precision_layernorm",
  "quantization_config": {
    "bnb_4bit_compute_dtype": "bfloat16",
    "bnb_4bit_quant_type": "fp4",
    "bnb_4bit_use_double_quant": true,
    "llm_int8_enable_fp32_cpu_offload": false,
    "llm_int8_has_fp16_weight": false,
    "llm_int8_skip_modules": [
      "lm_head"
    ],
    "llm_int8_threshold": 6.0,
    "load_in_4bit": false,
    "load_in_8bit": true,
    "quant_method": "bitsandbytes"
  },
  "resid_pdrop": 0,
  "tokenizer_name": "EleutherAI/gpt-neox-20b",
  "torch_dtype": "float16",
  "transformers_version": "4.37.1",
  "use_cache": false,
  "use_pad_tok_in_ffn": true,
  "verbose": 0,
  "vocab_size": 50432
}