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Una Xaberius 34B V1beta by fblgit

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Una Xaberius 34B V1beta is an open-source language model by fblgit. Features: 34b LLM, VRAM: 69.2GB, Context: 4K, License: cc-by-nc-nd-4.0, HF Score: 74.2, LLM Explorer Score: 0.13, Arc: 70.4, HellaSwag: 86.8, MMLU: 78.2, TruthfulQA: 61.5, WinoGrande: 84.9, GSM8K: 63.4.

  Cybertron Dataset:allenai/ultrafeedback ... Dataset:fblgit/tree-of-knowled... Dataset:garage-baind/open-plat...   Dataset:open-orca/openorca   Endpoints compatible   Juanako   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow   Una   Xaberius
Model Card on HF 🤗: https://huggingface.co/fblgit/una-xaberius-34b-v1beta 

Una Xaberius 34B V1beta Benchmarks

ARC: 70.39 vs 96.7 (so35)-27.2%
HellaSwag: 86.77 vs 95.3 (gpt4)-9%
MMLU: 78.15 vs 88.3 (so35)-11.5%
TruthfulQA: 61.45 vs 59 (gpt4)4.2%
WinoGrande: 84.93 vs 87.5 (gpt4)-2.9%
GSM8K: 63.38 vs 96.4 (so35)-34.3%
LLME Score: 0.13244
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Una Xaberius 34B V1beta (fblgit/una-xaberius-34b-v1beta)
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Una Xaberius 34B V1beta Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Tests took 19H to run; potential manual interim release by HF during evaluation delay.
Training Details 
Data Sources:
fblgit/tree-of-knowledge, garage-bAInd/Open-Platypus, allenai/ultrafeedback_binarized_cleaned, Open-Orca/OpenOrca
Methodology:
Trained on SFT, DPO and UNA (Unified Neural Alignment)
Hardware Used:
Cybertron's H100's
Model Architecture:
UNA (Uniform Neural Alignment)
Input Output 
Input Format:
ChatML format and Alpaca System formats for best performance.
Release Notes 
Version:
v1-beta
Date:
05-Dec-2023
Notes:
Initial beta release.
Version:
v1-beta
Date:
09-Dec-2023
Notes:
Evaluation confirmed #1 spot outperforming Tigerbot.
LLM NameUna Xaberius 34B V1beta
Repository 🤗https://huggingface.co/fblgit/una-xaberius-34b-v1beta 
Model Size34b
Required VRAM69.2 GB
Updated2026-01-25
Maintainerfblgit
Model Typellama
Model Files  4.8 GB: 1-of-15   4.8 GB: 2-of-15   5.0 GB: 3-of-15   4.8 GB: 4-of-15   4.8 GB: 5-of-15   5.0 GB: 6-of-15   4.8 GB: 7-of-15   4.8 GB: 8-of-15   5.0 GB: 9-of-15   4.8 GB: 10-of-15   4.8 GB: 11-of-15   5.0 GB: 12-of-15   4.8 GB: 13-of-15   4.8 GB: 14-of-15   1.2 GB: 15-of-15
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typefloat16

Quantized Models of the Una Xaberius 34B V1beta

Model
Likes
Downloads
VRAM
Una Xaberius 34B V1beta GGUF743014 GB
Una Xaberius 34B V1beta AWQ3819 GB
Una Xaberius 34B V1beta GPTQ1818 GB

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Faro Yi 34B195K / 69.2 GB81996
Note: green Score (e.g. "73.2") means that the model is better than fblgit/una-xaberius-34b-v1beta.

Rank the Una Xaberius 34B V1beta Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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