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#1
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Goekdeniz-Guelmez
- opened
- README.md +36 -0
- config.json +28 -0
- model.safetensors +3 -0
- model.safetensors.index.json +290 -0
- special_tokens_map.json +34 -0
- tokenizer.json +0 -0
- tokenizer_config.json +88 -0
README.md
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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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- mlx
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datasets:
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- Skylion007/openwebtext
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- JeanKaddour/minipile
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pipeline_tag: text-generation
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inference:
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parameters:
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do_sample: true
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temperature: 0.5
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top_p: 0.5
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top_k: 50
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max_new_tokens: 250
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repetition_penalty: 1.176
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---
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# mlx-community/TinyMistral-248M-8bits
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The Model [mlx-community/TinyMistral-248M-8bits](https://huggingface.co/mlx-community/TinyMistral-248M-8bits) was converted to MLX format from [Locutusque/TinyMistral-248M](https://huggingface.co/Locutusque/TinyMistral-248M) using mlx-lm version **0.14.0**.
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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/TinyMistral-248M-8bits")
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response = generate(model, tokenizer, prompt="hello", verbose=True)
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```
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 12,
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"num_key_value_heads": 8,
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"quantization": {
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"group_size": 64,
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"bits": 8
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},
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"rms_norm_eps": 1e-06,
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"rope_theta": 10000.0,
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"sliding_window": 32,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.35.0",
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"use_cache": true,
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"vocab_size": 32005
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b5f179af10bcb42c7078ad43a161a4706d50d4023f6ce089c56c93c4eab35073
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size 263580610
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model.safetensors.index.json
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38 |
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88 |
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