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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 Loading

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

    One click templates for inferencing Language Models

    Shell 118 13

  2. install-guides install-guides Public

    Various installation guides for Large Language Models

    Jupyter Notebook 52 12

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

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

    Jupyter Notebook 23 5

  4. flatten flatten Public

    Tool for creating a repo structure file and flattened repo file

    Shell 19 5

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

    Add function calling to text-generation-inference

    12 2

  6. code-llama-32k code-llama-32k Public

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

    Jupyter Notebook 12 2

Repositories

Showing 10 of 23 repositories
  • Trelis-Assistant Public

    Coding Assistant for Jupyter Labs

    TrelisResearch/Trelis-Assistant’s past year of commit activity
    0 0 0 0 Updated Oct 29, 2024
  • lerobot Public Forked from alexander-soare/lerobot

    🤗 LeRobot: State-of-the-art Machine Learning for Real-World Robotics in Pytorch

    TrelisResearch/lerobot’s past year of commit activity
    Python 0 Apache-2.0 692 0 0 Updated Oct 27, 2024
  • flatten Public

    Tool for creating a repo structure file and flattened repo file

    TrelisResearch/flatten’s past year of commit activity
    Shell 19 Apache-2.0 5 0 2 Updated Oct 18, 2024
  • one-click-llms Public

    One click templates for inferencing Language Models

    TrelisResearch/one-click-llms’s past year of commit activity
    Shell 118 13 3 0 Updated Oct 15, 2024
  • gigawatt-datacenter Public

    Economic Modelling of Power Systems for a Gigawatt Datacenter

    TrelisResearch/gigawatt-datacenter’s past year of commit activity
    Python 0 AGPL-3.0 0 0 0 Updated Sep 18, 2024
  • install-guides Public

    Various installation guides for Large Language Models

    TrelisResearch/install-guides’s past year of commit activity
    Jupyter Notebook 52 12 0 0 Updated Sep 14, 2024
  • tutorials Public

    Scripts and Notebooks to Accompany Trelis YouTube videos

    TrelisResearch/tutorials’s past year of commit activity
    1 Apache-2.0 0 0 0 Updated Sep 5, 2024
  • dspy Public Forked from stanfordnlp/dspy

    DSPy: The framework for programming—not prompting—foundation models

    TrelisResearch/dspy’s past year of commit activity
    Python 1 MIT 1,439 0 0 Updated Sep 4, 2024
  • speech-to-speech-cuda Public Forked from huggingface/speech-to-speech

    Speech To Speech: an effort for an open-sourced and modular GPT4-o

    TrelisResearch/speech-to-speech-cuda’s past year of commit activity
    Python 2 Apache-2.0 366 0 0 Updated Aug 26, 2024
  • speech-to-speech-lm-selection Public Forked from huggingface/speech-to-speech

    Speech To Speech: an effort for an open-sourced and modular GPT4-o

    TrelisResearch/speech-to-speech-lm-selection’s past year of commit activity
    Python 0 Apache-2.0 366 0 0 Updated Aug 23, 2024

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