Hugging Face's logo

fblgit
/
una-xaberius-34b-v1beta

Text Generation
Transformers
Safetensors
llama
UNA
juanako
cybertron
xaberius
Eval Results
text-generation-inference
Inference Endpoints
Model card Files Community
12
una-xaberius-34b-v1beta / README.md
fblgit's picture
fblgit
Update README.md
dc81424
preview code
|
raw history blame
No virus
4.25 kB
metadata
license: cc-by-nc-nd-4.0
datasets:
  - fblgit/tree-of-knowledge
  - garage-bAInd/Open-Platypus
  - allenai/ultrafeedback_binarized_cleaned
  - Open-Orca/OpenOrca
library_name: transformers
tags:
  - UNA
  - juanako
  - cybertron
  - xaberius

Model Card for una-xaberius-34b-v1-beta (UNA: Uniform Neural Alignment)

This is another King-Breed from Juanako.AI

Introducing THE MODEL: XABERIUS 34B v1-BETA an experimental 34B LLaMa-Yi-34B based model, best on it's series. Trained on SFT, DPO and UNA (Unified Neural Alignment) on multiple datasets.

Timeline:

  • 05-Dec-2023 v1-beta released
  • 08-Dec-2023 Evaluation been "RUNNING" for 2 days.. no results yet
  • 09-Dec-2023 Evaluation been "FINISHED", confirming #1 spot outperforming the contaminated-disqualified tigerbot :)

Results Here

Sidenote: Tests took 19H to run, wonder what happened in the 48H that HF held this one.. interim releasing manually other results??..

Model Average ARC (25-s) HellaSwag (10-s) MMLU (5-s) TruthfulQA (MC) (0-s) Winogrande (5-s) GSM8K (5-s)
fblgit/una-cybertron-7b-v1-fp16 69.49 68.43 85.85 63.34 63.28 80.90 55.12
fblgit/una-cybertron-7b-v2-bf16 69.67 68.26 85.?4 63.23 64.63 81.37 55.04
fblgit/una-xaberius-34b-v1beta 74.18 70.39 86.77 78.15 61.45 84.93 63.38

Evaluations

  • Scores 74.21 Outperforming former leader tigerbot-70b-chat and landing on #1 position of HuggingFace LeaderBoard: 08 December 2023.
  • Scores 79.13 in MMLU, setting a new record not just for 34B but also for all OpenSource LLM's :)

SideNote: MMLU was a very solid 79+ .. weird, we'll dive further on this for irregularities :)

Model Details

Adiestrated with UNA: Uniform Neural Alignment technique (paper going out soon).

  • What is NOT UNA? Its not a merged layers model. Is not SLERP or SLURP or similar.
  • What is UNA? A formula & A technique to TAME models
  • When will be released the code and paper? When have time, contribute and it'll be faster.

Model Description

Prompt

The model is very good, works well on almost any prompt but ChatML format and Alpaca System gets the best

<|im_start|>system
- You are a helpful assistant chatbot trained by MosaicML.
- You answer questions.
- You are excited to be able to help the user, but will refuse to do anything that could be considered harmful to the user.
- You are more than just an information source, you are also able to write poetry, short stories, and make jokes.<|im_end|>
<|im_start|>user
Explain QKV<|im_end|>
<|im_start|>assistant

### Assistant: I am StableVicuna, a large language model created by CarperAI. I am here to chat!

### Human: Explain QKV
### Assistant:

[Round <|round|>]
问：Explain QKV
答：

[Round <|round|>]
Question：Explain QKV
Answer：

Question：Explain QKV
Answer：

Framework versions

  • Transformers 4.35.2-UNA
  • Pytorch 2.1.0
  • Datasets 2.14.6
  • Tokenizers 0.14.1

Citations 

If you find Xaberius, Cybertron, Juanako or any of our models useful, specially if you use it for your big brand or you cloning/merge/SLERP my modelsm, cite please:

@misc{unaxaberius34b,
  title={Xaberius 34B: Uniform Neural Alignment}, 
  author={Xavier Murias},
  year={2023},
  publisher = {HuggingFace},
  journal = {HuggingFace repository},
  howpublished = {\url{https://huggingface.co/fblgit/una-xaberius-34b-v1beta}},
}

Special thanks to @TheBloke & @bartowski for converting the models and their support to the community. Thank you!