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@TrelisResearch

Trelis Research

Researching Language Models

last updated Mar 28th 2024

About

Trelis Research provides:

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

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.

ADVANCED Vision

Get access here

  • Dataset Preparation
  • Fine-tuning Llava and IDEFICS

ADVANCED Transcription

Get access here

  • Fine-tuning Whisper on custom datasets
  • Dataset Generation
  • Evaluation

Function-calling Models and Datasets

Get access here

  • Fine-tuned models for function calling - from 1.3B to 70B in size, incl. Mixtral, 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.

One-click LLM API/Server Templates

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

About Trelis Research

Trelis LTD is run by @RonanKMcGovern

Address: Blackrock, Dublin, Ireland

Irish VAT Number: 3808855SH

Email: Hello @ Trelis [dot] com

Popular repositories

  1. one-click-llms one-click-llms Public

    One click templates for inferencing Language Models

    Shell 65 9

  2. install-guides install-guides Public

    Various installation guides for Large Language Models

    Jupyter Notebook 33 11

  3. jupyter-code-llama jupyter-code-llama Public

    Run Code Llama on a Mac with an M1 chip with Jupyter Lab

    Jupyter Notebook 18 5

  4. tgi-chat-ui-function-calling tgi-chat-ui-function-calling Public

    Add function calling to text-generation-inference

    11 2

  5. code-llama-32k code-llama-32k Public

    Run code-llama with 50k tokens using flash attention and better transformer

    Jupyter Notebook 11 2

  6. llama-2-setup llama-2-setup Public

    Prompt format and padding guide for Llama 2

    Jupyter Notebook 10 1

Repositories

Showing 10 of 14 repositories

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