PEFT
TensorBoard
Safetensors
llama
trl
sft
unsloth
Generated from Trainer
4-bit precision
bitsandbytes
Instructions to use stacklok/CodeLlama-7b-hf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use stacklok/CodeLlama-7b-hf with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/codellama-7b-bnb-4bit") model = PeftModel.from_pretrained(base_model, "stacklok/CodeLlama-7b-hf") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Unsloth Studio new
How to use stacklok/CodeLlama-7b-hf with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for stacklok/CodeLlama-7b-hf to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for stacklok/CodeLlama-7b-hf to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for stacklok/CodeLlama-7b-hf to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="stacklok/CodeLlama-7b-hf", max_seq_length=2048, )
Upload model trained with Unsloth
Browse filesUpload model trained with Unsloth 2x faster
- tokenizer_config.json +1 -1
tokenizer_config.json
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"middle_token": "▁<MID>",
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"model_max_length": 16384,
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"pad_token": "<unk>",
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"padding_side": "
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"prefix_token": "▁<PRE>",
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"sp_model_kwargs": {},
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"suffix_token": "▁<SUF>",
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"middle_token": "▁<MID>",
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"model_max_length": 16384,
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"pad_token": "<unk>",
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"padding_side": "left",
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"prefix_token": "▁<PRE>",
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"sp_model_kwargs": {},
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"suffix_token": "▁<SUF>",
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