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README.md

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+---
+base_model:
+- Qwen/Qwen2.5-3B-Instruct
+- PowerInfer/SmallThinker-3B-Preview
+library_name: transformers
+tags:
+- mergekit
+- peft
+
+---
+# Untitled LoRA Model (1)
+
+This is a LoRA extracted from a language model. It was extracted using [mergekit](https://github.com/arcee-ai/mergekit).
+
+## LoRA Details
+
+This LoRA adapter was extracted from [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co/PowerInfer/SmallThinker-3B-Preview) and uses [Qwen/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct) as a base.
+
+### Parameters
+
+The following command was used to extract this LoRA adapter:
+
+```sh
+mergekit-extract-lora PowerInfer/SmallThinker-3B-Preview Qwen/Qwen2.5-3B-Instruct OUTPUT_PATH --rank=64 --device=cuda
+```

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_dropout": 0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [
+    "input_layernorm",
+    "norm",
+    "post_attention_layernorm"
+  ],
+  "peft_type": "LORA",
+  "r": 64,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "embed_tokens",
+    "up_proj",
+    "down_proj",
+    "gate_proj",
+    "lm_head",
+    "v_proj",
+    "k_proj",
+    "q_proj",
+    "o_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_rslora": false
+}

adapter_model.safetensors

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+oid sha256:0a4c08b403d6b1fe1f08bf56969ee0a4152d44409cd4297addda56307c6b5f21
+size 279265856