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by shanginn - opened
README.md ADDED
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+ ---
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+ base_model: FluffyKaeloky/Luminum-v0.1-123B
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+ library_name: transformers
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+ tags:
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+ - mergekit
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+ - merge
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+ - mlx
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+ ---
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+
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+ # shanginn/Luminum-v0.1-123B-mlx-quantized-2bit
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+
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+ The Model [shanginn/Luminum-v0.1-123B-mlx-quantized-2bit](https://huggingface.co/shanginn/Luminum-v0.1-123B-mlx-quantized-2bit) was converted to MLX format from [FluffyKaeloky/Luminum-v0.1-123B](https://huggingface.co/FluffyKaeloky/Luminum-v0.1-123B) using mlx-lm version **0.19.2**.
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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("shanginn/Luminum-v0.1-123B-mlx-quantized-2bit")
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+
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+ prompt="hello"
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+
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+ if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
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+ messages = [{"role": "user", "content": prompt}]
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+ prompt = tokenizer.apply_chat_template(
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+ messages, tokenize=False, add_generation_prompt=True
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+ )
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+
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+ response = generate(model, tokenizer, prompt=prompt, verbose=True)
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+ ```
config.json ADDED
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+ {
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "head_dim": 128,
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+ "hidden_act": "silu",
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+ "hidden_size": 12288,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 28672,
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+ "max_position_embeddings": 131072,
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+ "model_type": "mistral",
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+ "num_attention_heads": 96,
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+ "num_hidden_layers": 88,
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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": 2
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+ },
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+ "quantization_config": {
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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": 1000000.0,
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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": "4.44.2",
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+ "use_cache": true,
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+ "vocab_size": 32768
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+ }
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