Upload LoRA adapter
Browse files- README.md +31 -0
- adapter_config.json +39 -0
- adapter_model.safetensors +3 -0
README.md
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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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# LoRA Fine-tuned Qwen3-32B
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This model is a LoRA fine-tuned version of Qwen2.5-32B-Instruct.
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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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## Usage
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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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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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```
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adapter_config.json
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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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}
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adapter_model.safetensors
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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
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