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@TrelisResearch

Trelis Research

Researching Language Models
README.md

last updated Nov 13th 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.
  • One click LLM API templates
  • Trelis Coding Assistant for Jupyter Lab

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

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 134 14

  2. install-guides install-guides Public

    Various installation guides for Large Language Models

    Jupyter Notebook 60 14

  3. flatten flatten Public

    Tool for creating a repo structure file and flattened repo file

    Shell 28 6

  4. jupyter-code-llama jupyter-code-llama Public

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

    Jupyter Notebook 23 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 28 repositories
  • BASIC-inference Public

    Simple scripts to deploy large language models

    TrelisResearch/BASIC-inference’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Dec 19, 2024
  • llmperf Public Forked from ray-project/llmperf

    LLMPerf *with saving of results*

    TrelisResearch/llmperf’s past year of commit activity
    Python 0 Apache-2.0 118 0 0 Updated Dec 18, 2024
  • one-click-llms Public

    One click templates for inferencing Language Models

    TrelisResearch/one-click-llms’s past year of commit activity
    Shell 134 14 3 0 Updated Dec 18, 2024
  • news Public

    Prediction market based news reports

    TrelisResearch/news’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Dec 8, 2024
  • vllm-librosa Public Forked from vllm-project/vllm

    A high-throughput and memory-efficient inference and serving engine for LLMs

    TrelisResearch/vllm-librosa’s past year of commit activity
    Python 0 Apache-2.0 5,048 0 0 Updated Nov 26, 2024
  • flatten Public

    Tool for creating a repo structure file and flattened repo file

    TrelisResearch/flatten’s past year of commit activity
    Shell 28 Apache-2.0 6 1 1 Updated Nov 21, 2024
  • learn-uv Public

    an extremely short intro to using uv for python package mangement

    TrelisResearch/learn-uv’s past year of commit activity
    Python 1 0 0 0 Updated Nov 15, 2024
  • .github Public
    TrelisResearch/.github’s past year of commit activity
    0 0 0 0 Updated Nov 13, 2024
  • install-guides Public

    Various installation guides for Large Language Models

    TrelisResearch/install-guides’s past year of commit activity
    Jupyter Notebook 60 14 0 0 Updated Nov 13, 2024
  • 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
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