Instructions to use mpasila/Viking-SlimInstruct-LoRA-V1-7B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use mpasila/Viking-SlimInstruct-LoRA-V1-7B with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("LumiOpen/Viking-7B") model = PeftModel.from_pretrained(base_model, "mpasila/Viking-SlimInstruct-LoRA-V1-7B") - Transformers
How to use mpasila/Viking-SlimInstruct-LoRA-V1-7B with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("mpasila/Viking-SlimInstruct-LoRA-V1-7B", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Unsloth Studio new
How to use mpasila/Viking-SlimInstruct-LoRA-V1-7B 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 mpasila/Viking-SlimInstruct-LoRA-V1-7B 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 mpasila/Viking-SlimInstruct-LoRA-V1-7B to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for mpasila/Viking-SlimInstruct-LoRA-V1-7B to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="mpasila/Viking-SlimInstruct-LoRA-V1-7B", max_seq_length=2048, )
Trained on all the 6 different languages so it should hopefully be useful for all of them though the quality of the datasets probably vary a lot.
Uses ChatML as usual.
Merged: mpasila/Viking-SlimInstruct-V1-7B
Uses the following datasets:
saillab/alpaca-icelandic-cleaned, kobprof/skolegpt-instruct, tollefj/nor-instruct-cleaned, skvarre/sv-instruct-v1, Gryphe/Sonnet3.5-SlimOrcaDedupCleaned-20k, LumiOpen/instruction-collection-fin, neph1/Alpaca-Lora-GPT4-Swedish-Refined
Uploaded Viking-SlimInstruct-LoRA-V1-7B model
- Developed by: mpasila
- License: apache-2.0
- Finetuned from model : LumiOpen/Viking-7B
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
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Model tree for mpasila/Viking-SlimInstruct-LoRA-V1-7B
Base model
LumiOpen/Viking-7B