Upload DeepSeek-Coder-V2-Lite-Instruct-oQ4e via oMLX
Browse files- ._README.md +0 -0
- ._config.json +0 -0
- ._generation_config.json +0 -0
- ._model-00001-of-00002.safetensors +3 -0
- ._model-00002-of-00002.safetensors +3 -0
- ._model.safetensors.index.json +0 -0
- ._oq_imatrix_report.json +0 -0
- ._tokenizer.json +0 -0
- ._tokenizer_config.json +0 -0
- README.md +18 -0
- config.json +1529 -0
- generation_config.json +9 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +922 -0
- oq_imatrix_report.json +373 -0
- tokenizer.json +0 -0
- tokenizer_config.json +35 -0
._README.md
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._config.json
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Binary file (4.1 kB). View file
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._generation_config.json
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._model-00001-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec2a8f3cd7ac5f31cac12ef922af65977d74ec39e7f083ed019659fc38bf8ff8
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size 4096
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._model-00002-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec2a8f3cd7ac5f31cac12ef922af65977d74ec39e7f083ed019659fc38bf8ff8
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+
size 4096
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._model.safetensors.index.json
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Binary file (4.1 kB). View file
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._oq_imatrix_report.json
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Binary file (4.1 kB). View file
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._tokenizer.json
ADDED
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Binary file (4.1 kB). View file
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._tokenizer_config.json
ADDED
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Binary file (4.1 kB). View file
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README.md
ADDED
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@@ -0,0 +1,18 @@
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---
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library_name: mlx
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tags:
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- mlx
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- oq
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- quantized
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---
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# DeepSeek-Coder-V2-Lite-Instruct-oQ4e
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This model was quantized using [oQ](https://github.com/jundot/omlx) (oMLX v0.5.7) mixed-precision quantization.
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## Quantization details
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- **Model type**: deepseek_v2
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- **Bits**: 4
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- **Group size**: 64
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- **Format**: MLX safetensors
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config.json
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|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"DeepseekV2ForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"auto_map": {
|
| 8 |
+
"AutoConfig": "configuration_deepseek.DeepseekV2Config",
|
| 9 |
+
"AutoModel": "modeling_deepseek.DeepseekV2Model",
|
| 10 |
+
"AutoModelForCausalLM": "modeling_deepseek.DeepseekV2ForCausalLM"
|
| 11 |
+
},
|
| 12 |
+
"aux_loss_alpha": 0.001,
|
| 13 |
+
"bos_token_id": 100000,
|
| 14 |
+
"eos_token_id": 100001,
|
| 15 |
+
"first_k_dense_replace": 1,
|
| 16 |
+
"hidden_act": "silu",
|
| 17 |
+
"hidden_size": 2048,
|
| 18 |
+
"initializer_range": 0.02,
|
| 19 |
+
"intermediate_size": 10944,
|
| 20 |
+
"kv_lora_rank": 512,
|
| 21 |
+
"max_position_embeddings": 163840,
|
| 22 |
+
"model_type": "deepseek_v2",
|
| 23 |
+
"moe_intermediate_size": 1408,
|
| 24 |
+
"moe_layer_freq": 1,
|
| 25 |
+
"n_group": 1,
|
| 26 |
+
"n_routed_experts": 64,
|
| 27 |
+
"n_shared_experts": 2,
|
| 28 |
+
"norm_topk_prob": false,
|
| 29 |
+
"num_attention_heads": 16,
|
| 30 |
+
"num_experts_per_tok": 6,
|
| 31 |
+
"num_hidden_layers": 27,
|
| 32 |
+
"num_key_value_heads": 16,
|
| 33 |
+
"pretraining_tp": 1,
|
| 34 |
+
"q_lora_rank": null,
|
| 35 |
+
"qk_nope_head_dim": 128,
|
| 36 |
+
"qk_rope_head_dim": 64,
|
| 37 |
+
"rms_norm_eps": 1e-06,
|
| 38 |
+
"rope_scaling": {
|
| 39 |
+
"beta_fast": 32,
|
| 40 |
+
"beta_slow": 1,
|
| 41 |
+
"factor": 40,
|
| 42 |
+
"mscale": 0.707,
|
| 43 |
+
"mscale_all_dim": 0.707,
|
| 44 |
+
"original_max_position_embeddings": 4096,
|
| 45 |
+
"type": "yarn"
|
| 46 |
+
},
|
| 47 |
+
"rope_theta": 10000,
|
| 48 |
+
"routed_scaling_factor": 1.0,
|
| 49 |
+
"scoring_func": "softmax",
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| 50 |
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generation_config.json
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|
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|
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model-00001-of-00002.safetensors
ADDED
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ADDED
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| 1 |
+
{
|
| 2 |
+
"metadata": {
|
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oq_imatrix_report.json
ADDED
|
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| 1 |
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{
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|
| 317 |
+
"model.layers.5.mlp.shared_experts.gate_proj",
|
| 318 |
+
"model.layers.5.mlp.shared_experts.up_proj",
|
| 319 |
+
"model.layers.5.mlp.switch_mlp.down_proj",
|
| 320 |
+
"model.layers.5.mlp.switch_mlp.gate_proj",
|
| 321 |
+
"model.layers.5.mlp.switch_mlp.up_proj",
|
| 322 |
+
"model.layers.5.self_attn.kv_a_proj_with_mqa",
|
| 323 |
+
"model.layers.5.self_attn.kv_b_proj",
|
| 324 |
+
"model.layers.5.self_attn.o_proj",
|
| 325 |
+
"model.layers.5.self_attn.q_proj",
|
| 326 |
+
"model.layers.6.mlp.shared_experts.down_proj",
|
| 327 |
+
"model.layers.6.mlp.shared_experts.gate_proj",
|
| 328 |
+
"model.layers.6.mlp.shared_experts.up_proj",
|
| 329 |
+
"model.layers.6.mlp.switch_mlp.down_proj",
|
| 330 |
+
"model.layers.6.mlp.switch_mlp.gate_proj",
|
| 331 |
+
"model.layers.6.mlp.switch_mlp.up_proj",
|
| 332 |
+
"model.layers.6.self_attn.kv_a_proj_with_mqa",
|
| 333 |
+
"model.layers.6.self_attn.kv_b_proj",
|
| 334 |
+
"model.layers.6.self_attn.o_proj",
|
| 335 |
+
"model.layers.6.self_attn.q_proj",
|
| 336 |
+
"model.layers.7.mlp.shared_experts.down_proj",
|
| 337 |
+
"model.layers.7.mlp.shared_experts.gate_proj",
|
| 338 |
+
"model.layers.7.mlp.shared_experts.up_proj",
|
| 339 |
+
"model.layers.7.mlp.switch_mlp.down_proj",
|
| 340 |
+
"model.layers.7.mlp.switch_mlp.gate_proj",
|
| 341 |
+
"model.layers.7.mlp.switch_mlp.up_proj",
|
| 342 |
+
"model.layers.7.self_attn.kv_a_proj_with_mqa",
|
| 343 |
+
"model.layers.7.self_attn.kv_b_proj",
|
| 344 |
+
"model.layers.7.self_attn.o_proj",
|
| 345 |
+
"model.layers.7.self_attn.q_proj",
|
| 346 |
+
"model.layers.8.mlp.shared_experts.down_proj",
|
| 347 |
+
"model.layers.8.mlp.shared_experts.gate_proj",
|
| 348 |
+
"model.layers.8.mlp.shared_experts.up_proj",
|
| 349 |
+
"model.layers.8.mlp.switch_mlp.down_proj",
|
| 350 |
+
"model.layers.8.mlp.switch_mlp.gate_proj",
|
| 351 |
+
"model.layers.8.mlp.switch_mlp.up_proj",
|
| 352 |
+
"model.layers.8.self_attn.kv_a_proj_with_mqa",
|
| 353 |
+
"model.layers.8.self_attn.kv_b_proj",
|
| 354 |
+
"model.layers.8.self_attn.o_proj",
|
| 355 |
+
"model.layers.8.self_attn.q_proj",
|
| 356 |
+
"model.layers.9.mlp.shared_experts.down_proj",
|
| 357 |
+
"model.layers.9.mlp.shared_experts.gate_proj",
|
| 358 |
+
"model.layers.9.mlp.shared_experts.up_proj",
|
| 359 |
+
"model.layers.9.mlp.switch_mlp.down_proj",
|
| 360 |
+
"model.layers.9.mlp.switch_mlp.gate_proj",
|
| 361 |
+
"model.layers.9.mlp.switch_mlp.up_proj",
|
| 362 |
+
"model.layers.9.self_attn.kv_a_proj_with_mqa",
|
| 363 |
+
"model.layers.9.self_attn.kv_b_proj",
|
| 364 |
+
"model.layers.9.self_attn.o_proj",
|
| 365 |
+
"model.layers.9.self_attn.q_proj"
|
| 366 |
+
],
|
| 367 |
+
"missing": [
|
| 368 |
+
"lm_head",
|
| 369 |
+
"model.embed_tokens"
|
| 370 |
+
],
|
| 371 |
+
"mismatched": [],
|
| 372 |
+
"zero_count_experts": 0
|
| 373 |
+
}
|
tokenizer.json
ADDED
|
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|
tokenizer_config.json
ADDED
|
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|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": true,
|
| 3 |
+
"add_eos_token": false,
|
| 4 |
+
"bos_token": {
|
| 5 |
+
"__type": "AddedToken",
|
| 6 |
+
"content": "<｜begin▁of▁sentence｜>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": true,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false
|
| 11 |
+
},
|
| 12 |
+
"clean_up_tokenization_spaces": false,
|
| 13 |
+
"eos_token": {
|
| 14 |
+
"__type": "AddedToken",
|
| 15 |
+
"content": "<｜end▁of▁sentence｜>",
|
| 16 |
+
"lstrip": false,
|
| 17 |
+
"normalized": true,
|
| 18 |
+
"rstrip": false,
|
| 19 |
+
"single_word": false
|
| 20 |
+
},
|
| 21 |
+
"legacy": true,
|
| 22 |
+
"model_max_length": 16384,
|
| 23 |
+
"pad_token": {
|
| 24 |
+
"__type": "AddedToken",
|
| 25 |
+
"content": "<｜end▁of▁sentence｜>",
|
| 26 |
+
"lstrip": false,
|
| 27 |
+
"normalized": true,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
},
|
| 31 |
+
"sp_model_kwargs": {},
|
| 32 |
+
"unk_token": null,
|
| 33 |
+
"tokenizer_class": "LlamaTokenizerFast",
|
| 34 |
+
"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{{ bos_token }}{% for message in messages %}{% if message['role'] == 'user' %}{{ 'User: ' + message['content'] + '\n\n' }}{% elif message['role'] == 'assistant' %}{{ 'Assistant: ' + message['content'] + eos_token }}{% elif message['role'] == 'system' %}{{ message['content'] + '\n\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ 'Assistant:' }}{% endif %}"
|
| 35 |
+
}
|