Text Generation
PEFT
Safetensors
English
qlora
data-science
code-generation
qwen2
lora
sft
unsloth
conversational
Instructions to use jsmall12/DataSci-Coder-14B-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use jsmall12/DataSci-Coder-14B-LoRA with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen2.5-Coder-14B-Instruct-bnb-4bit") model = PeftModel.from_pretrained(base_model, "jsmall12/DataSci-Coder-14B-LoRA") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Unsloth Studio new
How to use jsmall12/DataSci-Coder-14B-LoRA 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 jsmall12/DataSci-Coder-14B-LoRA 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 jsmall12/DataSci-Coder-14B-LoRA to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for jsmall12/DataSci-Coder-14B-LoRA to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="jsmall12/DataSci-Coder-14B-LoRA", max_seq_length=2048, )
| { | |
| "add_prefix_space": false, | |
| "backend": "tokenizers", | |
| "bos_token": null, | |
| "clean_up_tokenization_spaces": false, | |
| "eos_token": "<|im_end|>", | |
| "errors": "replace", | |
| "extra_special_tokens": [], | |
| "is_local": false, | |
| "model_max_length": 32768, | |
| "pad_token": "<|PAD_TOKEN|>", | |
| "padding_side": "left", | |
| "split_special_tokens": false, | |
| "tokenizer_class": "Qwen2Tokenizer", | |
| "unk_token": null | |
| } | |