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.
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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 • 16 -
Trelis/Meta-Llama-3-8B-Instruct-function-calling
Text Generation • Updated • 1.74k • 20 -
Trelis/openchat_3.5-function-calling-v3
Text Generation • Updated • 19 -
Trelis/Llama-2-7b-chat-hf-function-calling-v3
Text Generation • Updated • 110 • 37
models
133
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/multi-qa-MiniLM-L6-dot-v1-ft-triplets-2-cst-epoch-overlap
Sentence Similarity
•
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/multi-qa-MiniLM-L6-dot-v1-ft-pairs-4-cst-epoch-s1-overlap
Sentence Similarity
•
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/multi-qa-MiniLM-L6-dot-v1-ft-pairs-4-cst-epoch-s1
Sentence Similarity
•
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/multi-qa-MiniLM-L6-cos-v1-ft-pairs-2-cos-epoch-s20
Sentence Similarity
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Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/multi-qa-MiniLM-L6-cos-v1-ft-pairs-1-epoch-scale-20
Sentence Similarity
•
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/multi-qa-MiniLM-L6-cos-v1-ft-pairs-1-epoch
Sentence Similarity
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Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/multi-qa-MiniLM-L6-cos-v1-ft-pairs
Sentence Similarity
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Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/multi-qa-MiniLM-L6-dot-v1-ft-pairs
Sentence Similarity
•
Updated
![](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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6
![](https://cdn-avatars.huggingface.co/v1/production/uploads/647479a17d131daf633c108d/IS5jNkSSB5wE2kbtW7QqA.png)
Trelis/all-MiniLM-L12-v2-ft-triplets-10q
Sentence Similarity
•
Updated
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1
datasets
40
Trelis/touch-rugby-rules-relevance-triplets
Viewer
•
Updated
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10.8k
Trelis/touch-rugby-triplets-short
Viewer
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Updated
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230
Trelis/touch-rugby-pairs-chunk-overlap
Viewer
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Updated
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235
Trelis/touch-rugby-pairs-clean-sentences
Viewer
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Updated
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200
Trelis/touch-rugby-rules-pairs
Viewer
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Updated
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235
Trelis/touch-rugby-relevance-pairs-balanced
Viewer
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Updated
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92
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11
Trelis/touch-rugby-relevance-pairs
Viewer
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Updated
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1.73k
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11
Trelis/touch-rugby-triplets-basic
Viewer
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Updated
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24
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11
Trelis/touch-rugby-rules-completions-only
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1.81k
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32
Trelis/gawiki
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57k
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187