Text Generation
MLX
Safetensors
English
mistral
Isaak Carter Augustus commited on
Commit
2201fa3
1 Parent(s): 753d8a3

dbaaa234c3aa855a1ad54894879d6504fe9f8e7d447cf0030f992a2161169ba8

Browse files
README.md ADDED
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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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+
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+ # mlx-community/TinyMistral-248M-8bits
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+
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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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+
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+ ## Use with mlx
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+
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+ ```bash
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+ pip install mlx-lm
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+ ```
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+
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+ ```python
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+ from mlx_lm import load, generate
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+
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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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+ {
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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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