Versions of the OpenAssist Dataset for chat fine-tuning different models. See https://youtu.be/71x8EMrB0Gc for a full video run through of methods.
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Trelis
company
AI & ML interests
Function Calling. Quantizing. Fine-Tuning. Summarizing. Long-context Length.
Organization Card
About org cards
last updated Feb 16th 2024
About
Trelis Research provides:
- Function-calling models.
- 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
Function-calling Models and Datasets
- 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.
ADVANCED Fine-tuning Scripts
- Unsupervised + Supervised Fine-tuning Notebooks
- Chat fine-tuning scripts
- Long context fine-tuning scripts
- Function calling fine-tuning
- Q&A Dataset Preparation + Cleaning Scripts
- Scripts to create and use Embeddings
- Quantization Scripts
ADVANCED Inference
- Server setup, API setup and inference guide for open source models.
- Inference for function calling.
ADVANCED Vision
- Dataset Preparation
- Fine-tuning Llava and IDEFICS
ADVANCED Transcription
- 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
Collections
2
Models fine-tuned for function-calling
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Trelis/Meta-Llama-3-70B-Instruct-function-calling
Text Generation • Updated • 1 • 16 -
Trelis/Meta-Llama-3-8B-Instruct-function-calling
Text Generation • Updated • 1.75k • 17 -
Trelis/openchat_3.5-function-calling-v3
Text Generation • Updated • 19 -
Trelis/Llama-2-7b-chat-hf-function-calling-v3
Text Generation • Updated • 118 • 36
models
125
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft-triplets-10Qs
Sentence Similarity
•
Updated
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5
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft-triplets-10q
Sentence Similarity
•
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft-pairs-balanced-cpu
Sentence Similarity
•
Updated
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6
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft-pairs-balanced
Sentence Similarity
•
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft-pairs-cosine
Sentence Similarity
•
Updated
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2
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft-pairs
Sentence Similarity
•
Updated
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9
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1
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft-Llama-3-70B
Sentence Similarity
•
Updated
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19
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft
Sentence Similarity
•
Updated
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8
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/Meta-Llama-3-8B-Instruct-Gaeilge-Gaeilge
Text Generation
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Updated
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3
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1
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/Meta-Llama-3-8B-Instruct-Gaeilge
Text Generation
•
Updated
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2
datasets
35
Trelis/touch-rugby-relevance-pairs-balanced
Viewer
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Updated
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92
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8
Trelis/touch-rugby-relevance-pairs
Viewer
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Updated
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1.73k
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8
Trelis/touch-rugby-triplets-basic
Viewer
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Updated
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24
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8
Trelis/touch-rugby-rules-completions-only
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Updated
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1.81k
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31
Trelis/gawiki
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Updated
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57k
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180
Trelis/video_clip_descriptions
Viewer
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Updated
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1
Trelis/dpo-mix-7k-SHORT
Viewer
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Updated
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1.89k
Trelis/dpo-mix-7kSHORT
Viewer
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Updated
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1.89k
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2
Trelis/dpo-mix-7k
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Updated
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1.89k
Trelis/orpo-dpo-mix-40k-SHORT
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7.19k
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2