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Upload LoRA adapter

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  1. README.md +31 -0
  2. adapter_config.json +39 -0
  3. adapter_model.safetensors +3 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: Qwen/Qwen2.5-32B-Instruct
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+ tags:
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+ - lora
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+ - qwen
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+ - fine-tuned
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+ library_name: peft
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+ ---
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+
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+ # LoRA Fine-tuned Qwen3-32B
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+
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+ This model is a LoRA fine-tuned version of Qwen2.5-32B-Instruct.
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+
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+ ## Training Details
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+ - Training runtime: 13,587 seconds (3h 46m)
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+ - Training samples per second: 2.208
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+ - Final training loss: 0.664
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+ - Epochs: 1.0
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+ - Training steps: 1,161
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+
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+ ## Usage
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+
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ from peft import PeftModel
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+
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+ base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-32B-Instruct")
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+ tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2.5-32B-Instruct")
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+ model = PeftModel.from_pretrained(base_model, "abhayesian/lora-qwen3-32b-docs")
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+ ```
adapter_config.json ADDED
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+ {
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+ "alpha_pattern": {},
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+ "auto_mapping": null,
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+ "base_model_name_or_path": "Qwen/Qwen3-32B",
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+ "bias": "none",
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+ "corda_config": null,
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+ "eva_config": null,
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+ "exclude_modules": null,
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+ "fan_in_fan_out": null,
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+ "inference_mode": true,
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+ "init_lora_weights": true,
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+ "layer_replication": null,
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+ "layers_pattern": null,
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+ "layers_to_transform": null,
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+ "loftq_config": {},
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+ "lora_alpha": 128,
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+ "lora_bias": false,
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+ "lora_dropout": 0.05,
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+ "megatron_config": null,
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+ "megatron_core": "megatron.core",
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+ "modules_to_save": null,
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+ "peft_type": "LORA",
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+ "r": 64,
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+ "rank_pattern": {},
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+ "revision": null,
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+ "target_modules": [
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+ "down_proj",
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+ "gate_proj",
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+ "up_proj",
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+ "q_proj",
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+ "o_proj",
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+ "v_proj",
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+ "k_proj"
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+ ],
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+ "task_type": "CAUSAL_LM",
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+ "trainable_token_indices": null,
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+ "use_dora": false,
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+ "use_rslora": false
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+ }
adapter_model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:03ce5a66dac8d6e81381818de03e26b8c148fc275c7c8859ab324f717723dcec
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+ size 2147605960