Instructions to use benchflow/benchflow-qwen35-9b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use benchflow/benchflow-qwen35-9b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-9B") model = PeftModel.from_pretrained(base_model, "benchflow/benchflow-qwen35-9b") - Notebooks
- Google Colab
- Kaggle
Update Qwen3.5 env0 full1703 SFT adapter qwen35-full1703-20260628T063953Z
#2
by bingran-you - opened
- adapter_config.json +10 -37
- adapter_model.safetensors +2 -2
adapter_config.json
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{
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"alora_invocation_tokens": null,
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"alpha_pattern": {},
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"arrow_config": null,
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"auto_mapping": null,
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"base_model_name_or_path": "Qwen/Qwen3.5-9B",
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"bias": "none",
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"corda_config": null,
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"ensure_weight_tying": false,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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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": 64,
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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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"
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"
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"r": 32,
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"
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"
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"target_modules": [
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"
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"
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"k_proj",
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"q_proj",
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"up_proj",
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"
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"down_proj"
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],
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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_qalora": false,
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"use_rslora": false
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}
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{
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"peft_type": "LORA",
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"task_type": "CAUSAL_LM",
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"base_model_name_or_path": "Qwen/Qwen3.5-9B",
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"r": 32,
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"lora_alpha": 64.0,
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"lora_dropout": 0.05,
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"bias": "none",
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"target_modules": [
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"down_proj",
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"gate_proj",
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"k_proj",
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"o_proj",
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"q_proj",
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"up_proj",
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"v_proj"
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],
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"modules_to_save": null
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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:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:bcb25adfe5e2bbbcabc5887209109c66225660b67e5881d7c2e339739255aeeb
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size 116429976
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