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README.md

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+---
+license: apache-2.0
+tags:
+- mlx
+base_model: GreenBitAI/Qwen-2.5-72B-Instruct-layer-mix-bpw-4.0
+---
+
+# GreenBitAI/Qwen-2.5-72B-Instruct-layer-mix-bpw-4.0-mlx
+
+This quantized low-bit model [GreenBitAI/Qwen-2.5-72B-Instruct-layer-mix-bpw-4.0-mlx](https://huggingface.co/GreenBitAI/Qwen-2.5-72B-Instruct-layer-mix-bpw-4.0-mlx) was converted to MLX format from [`GreenBitAI/Qwen-2.5-72B-Instruct-layer-mix-bpw-4.0`](https://huggingface.co/GreenBitAI/Qwen-2.5-72B-Instruct-layer-mix-bpw-4.0) using gbx-lm version **0.3.4**.
+Refer to the [original model card](https://huggingface.co/GreenBitAI/Qwen-2.5-72B-Instruct-layer-mix-bpw-4.0) for more details on the model.
+
+## Use with mlx
+
+```bash
+pip install gbx-lm
+```
+
+```python
+from gbx_lm import load, generate
+
+model, tokenizer = load("GreenBitAI/Qwen-2.5-72B-Instruct-layer-mix-bpw-4.0-mlx")
+response = generate(model, tokenizer, prompt="hello", verbose=True)
+```

added_tokens.json

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+}

config.json

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+{
+    "add_cross_attention": false,
+    "architectures": [
+        "Qwen2ForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bad_words_ids": null,
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+    "finetuning_task": null,
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+    "hidden_act": "silu",
+    "hidden_size": 8192,
+    "id2label": {
+        "0": "LABEL_0",
+        "1": "LABEL_1"
+    },
+    "initializer_range": 0.02,
+    "intermediate_size": 29568,
+    "is_decoder": false,
+    "is_encoder_decoder": false,
+    "label2id": {
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+        "LABEL_1": 1
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+    "length_penalty": 1.0,
+    "max_length": 20,
+    "max_position_embeddings": 32768,
+    "max_window_layers": 70,
+    "min_length": 0,
+    "model_type": "qwen2",
+    "no_repeat_ngram_size": 0,
+    "num_attention_heads": 64,
+    "num_beam_groups": 1,
+    "num_beams": 1,
+    "num_hidden_layers": 80,
+    "num_key_value_heads": 8,
+    "num_return_sequences": 1,
+    "output_attentions": false,
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+    "output_scores": false,
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+    "prefix": null,
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+    "pruned_heads": {},
+    "quantization": {
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+        "bits": null
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+    "repetition_penalty": 1.0,
+    "return_dict": true,
+    "return_dict_in_generate": false,
+    "rms_norm_eps": 1e-06,
+    "rope_theta": 1000000.0,
+    "sep_token_id": null,
+    "sliding_window": null,
+    "suppress_tokens": null,
+    "task_specific_params": null,
+    "temperature": 1.0,
+    "tf_legacy_loss": false,
+    "tie_encoder_decoder": false,
+    "tie_word_embeddings": false,
+    "tokenizer_class": null,
+    "top_k": 50,
+    "top_p": 1.0,
+    "torch_dtype": "float16",
+    "torchscript": false,
+    "transformers_version": "4.39.3",
+    "typical_p": 1.0,
+    "use_bfloat16": false,
+    "use_cache": true,
+    "use_sliding_window": false,
+    "vocab_size": 152064
+}

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special_tokens_map.json

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+    "<|im_end|>",
+    "<|object_ref_start|>",
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+}

tokenizer_config.json

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+  "add_prefix_space": false,
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+  "tokenizer_class": "Qwen2Tokenizer",
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+}