README.md

metadata

title: README
emoji: 🏢
colorFrom: blue
colorTo: green
sdk: static
pinned: true
tags:
  - inference
  - function calling
  - long context
  - mistral
  - deepseek
  - yi
  - code-llama
  - quantization
  - SFT
  - fine-tuning

last updated Dec 20th 2023

About

Trelis Research provides:

• Function-calling models.
• Advanced fine-tuning scripts.
• Advanced inference guides.
• One click LLM API templates

Function-calling Models and Datasets

Get access here

• Fine-tuned models for function calling - from 1.3B to 70B in size, incl. Yi, Deepseek, Llama and more. Collection here
• Dataset to fine-tune models for function calling. Access here
• Scripts to fine-tune models for function calling and structured responses.

ADVANCED Fine-tuning Scripts

Get access here

1. Unsupervised + Supervised Fine-tuning Notebooks
2. Chat fine-tuning scripts
3. Long context fine-tuning scripts
4. Function calling fine-tuning
5. Q&A Dataset Preparation + Cleaning Scripts
6. Scripts to create and use Embeddings
7. Quantization Scripts

ADVANCED Inference

Get access here

• Server setup, API setup and inference guide for open source models.
• Inference for function calling.

One-click LLM API/Server Templates

• Check out the full list here
• Includes Llama 70B, Mistral 7B, Mixtral 8x7B and many more