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- 9c72a8f82dcdf84f76143ef68c8e90bf051875977da245b5775ffbfec99f8316 (78fcab42d3644940a546b3fd6bef9f478eb91668)
- README.md +26 -0
- added_tokens.json +5 -0
- config.json +39 -0
- merges.txt +0 -0
- model-00001-of-00007.safetensors +3 -0
- model-00002-of-00007.safetensors +3 -0
- model-00003-of-00007.safetensors +3 -0
- model-00004-of-00007.safetensors +3 -0
- model-00005-of-00007.safetensors +3 -0
- model-00006-of-00007.safetensors +3 -0
- model-00007-of-00007.safetensors +3 -0
- model.safetensors.index.json +0 -0
- special_tokens_map.json +20 -0
- tokenizer.json +0 -0
- tokenizer_config.json +43 -0
- vocab.json +0 -0
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---
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language:
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- en
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license: apache-2.0
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tags:
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- chat
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- mlx
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pipeline_tag: text-generation
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---
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# mlx-community/Qwen2-57B-A14B-Instruct-4bit
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The Model [mlx-community/Qwen2-57B-A14B-Instruct-4bit](https://huggingface.co/mlx-community/Qwen2-57B-A14B-Instruct-4bit) was converted to MLX format from [Qwen/Qwen2-57B-A14B-Instruct](https://huggingface.co/Qwen/Qwen2-57B-A14B-Instruct) using mlx-lm version **0.14.2**.
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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```python
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from mlx_lm import load, generate
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model, tokenizer = load("mlx-community/Qwen2-57B-A14B-Instruct-4bit")
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response = generate(model, tokenizer, prompt="hello", verbose=True)
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```
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{
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"<|endoftext|>": 151643,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644
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}
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{
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"architectures": [
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"Qwen2MoeForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 151643,
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"decoder_sparse_step": 1,
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"eos_token_id": 151643,
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"hidden_act": "silu",
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"hidden_size": 3584,
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"initializer_range": 0.02,
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"intermediate_size": 18944,
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"max_position_embeddings": 32768,
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"max_window_layers": 28,
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"model_type": "qwen2_moe",
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"moe_intermediate_size": 2560,
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"norm_topk_prob": false,
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"num_attention_heads": 28,
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"num_experts": 64,
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"num_experts_per_tok": 8,
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"num_hidden_layers": 28,
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"num_key_value_heads": 4,
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"output_router_logits": false,
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"quantization": {
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"group_size": 64,
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"bits": 4
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},
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"rms_norm_eps": 1e-06,
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"rope_theta": 1000000.0,
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"router_aux_loss_coef": 0.001,
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"shared_expert_intermediate_size": 20480,
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"sliding_window": 65536,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.40.1",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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{
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>"
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],
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"eos_token": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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"pad_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"single_word": false
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}
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"151643": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151644": {
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"content": "<|im_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151645": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>"
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],
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"bos_token": null,
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"chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|im_end|>",
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"errors": "replace",
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"model_max_length": 65536,
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"pad_token": "<|endoftext|>",
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"split_special_tokens": false,
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"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null
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}
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