Instructions to use andrewqian123/TOOL_CALLER_lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use andrewqian123/TOOL_CALLER_lora with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("andrewqian123/TOOL_CALLER_lora", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Desktop
Trained with Unsloth
Browse filesUpload model trained with Unsloth 2x faster
- adapter_config.json +76 -0
- adapter_model.safetensors +3 -0
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": "unsloth/qwen2.5-1.5b-instruct-bnb-4bit",
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"bias": "none",
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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": 16,
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"lora_dropout": 0,
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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": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"layers.21.mlp.up_proj",
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"layers.26.self_attn.v_proj",
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"layers.22.mlp.gate_proj",
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"layers.22.mlp.up_proj",
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"layers.23.self_attn.q_proj",
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"layers.22.self_attn.o_proj",
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"layers.22.self_attn.k_proj",
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"layers.22.self_attn.v_proj",
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"layers.21.mlp.down_proj",
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"layers.24.self_attn.o_proj",
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"layers.24.self_attn.k_proj",
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"layers.23.self_attn.o_proj",
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"layers.26.self_attn.o_proj",
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"layers.24.self_attn.q_proj",
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"layers.27.mlp.down_proj",
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"layers.24.mlp.down_proj",
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"layers.27.mlp.up_proj",
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"layers.23.mlp.down_proj",
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"layers.25.self_attn.o_proj",
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"layers.27.self_attn.k_proj",
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"layers.23.self_attn.v_proj",
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"layers.21.self_attn.k_proj",
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"layers.24.mlp.gate_proj",
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"layers.24.self_attn.v_proj",
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"layers.21.mlp.gate_proj",
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"layers.22.self_attn.q_proj",
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"layers.24.mlp.up_proj",
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"layers.23.mlp.gate_proj",
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"layers.26.self_attn.q_proj",
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"layers.26.self_attn.k_proj",
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"layers.27.self_attn.v_proj",
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"layers.22.mlp.down_proj",
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"layers.27.self_attn.o_proj",
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"layers.21.self_attn.o_proj",
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"layers.27.mlp.gate_proj",
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"layers.25.mlp.gate_proj",
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"layers.21.self_attn.v_proj",
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"layers.26.mlp.up_proj",
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"layers.21.self_attn.q_proj",
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"layers.25.self_attn.v_proj",
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"layers.26.mlp.gate_proj",
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"layers.26.mlp.down_proj",
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"layers.23.mlp.up_proj",
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"layers.23.self_attn.k_proj",
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"layers.25.self_attn.q_proj",
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"layers.25.mlp.up_proj",
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"layers.27.self_attn.q_proj",
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"layers.25.mlp.down_proj",
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"layers.25.self_attn.k_proj"
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],
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"task_type": "CAUSAL_LM",
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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:cc616dd44bcfd8fd807220bf5ed5b2c9b641ab082d94d2f17a0541fdf3973c2a
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size 18477768
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