MLX
Safetensors
English
mixtral
Generated from Trainer
axolotl
3thn commited on
Commit
2682e3b
1 Parent(s): 6cc9476

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- e62c7020813af17f45fd4eaaa6b807e488c1b52b2765d94790cc426e25e5b215 (c13c87567ffa9a4c1256c21e49a20d31f559a580)
- 3d1217c30e35e44a65cb3da59aecf2373fbb27488eb845315ea2dbfaa41fe90d (d98dd860e11c8754a0ae32bcbb4be70ab233085f)

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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+ - generated_from_trainer
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+ - axolotl
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+ - mlx
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+ base_model: mistral-community/Mixtral-8x22B-v0.1
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+ datasets:
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+ - cognitivecomputations/Dolphin-2.9
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+ - teknium/OpenHermes-2.5
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+ - m-a-p/CodeFeedback-Filtered-Instruction
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+ - cognitivecomputations/dolphin-coder
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+ - cognitivecomputations/samantha-data
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+ - microsoft/orca-math-word-problems-200k
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+ - abacusai/SystemChat-1.1
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+ - Locutusque/function-calling-chatml
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+ - internlm/Agent-FLAN
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+ model-index:
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+ - name: out
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+ results: []
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+ ---
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+
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+ # mlx-community/dolphin-2.9.1-mixtral-1x22b-2bit
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+ This model was converted to MLX format from [`cognitivecomputations/dolphin-2.9.1-mixtral-1x22b`]() using mlx-lm version **0.12.1**.
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+ Refer to the [original model card](https://huggingface.co/cognitivecomputations/dolphin-2.9.1-mixtral-1x22b) for more details on the model.
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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/dolphin-2.9.1-mixtral-1x22b-2bit")
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+ response = generate(model, tokenizer, prompt="hello", verbose=True)
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+ ```
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+ {
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+ "<|im_end|>": 32000,
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+ "<|im_start|>": 32001
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+ }
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+ {
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+ "architectures": [
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+ "MixtralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "hidden_act": "silu",
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+ "hidden_size": 6144,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 16384,
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+ "max_position_embeddings": 65536,
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+ "model_type": "mixtral",
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+ "num_attention_heads": 48,
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+ "num_experts_per_tok": 1,
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+ "num_hidden_layers": 56,
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+ "num_key_value_heads": 8,
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+ "num_local_experts": 1,
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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": 2
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+ },
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000,
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+ "router_aux_loss_coef": 0.001,
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+ "router_jitter_noise": 0.0,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.40.2",
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+ "use_cache": false,
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+ "vocab_size": 32002
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+ }
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+ "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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