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UNAversal 8x7B V1beta by fblgit

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Model Card on HF 🤗: https://huggingface.co/fblgit/UNAversal-8x7B-v1beta 

UNAversal 8x7B V1beta Benchmarks

ARC: 69.8 vs 96.7 (so35)-27.8%
HellaSwag: 86.9 vs 95.3 (gpt4)-8.8%
MMLU: 70.39 vs 88.3 (so35)-20.3%
TruthfulQA: 71.97 vs 59 (gpt4)22%
WinoGrande: 82 vs 87.5 (gpt4)-6.3%
GSM8K: 61.64 vs 96.4 (so35)-36.1%
LLME Score: 0.15374
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
UNAversal 8x7B V1beta (fblgit/UNAversal-8x7B-v1beta)
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UNAversal 8x7B V1beta Parameters and Internals

Model Type 
text-generation
Additional Notes 
This is a beta release intended for further development and experimentation. The model allows further fine-tuning and merging with other models.
LLM NameUNAversal 8x7B V1beta
Repository 🤗https://huggingface.co/fblgit/UNAversal-8x7B-v1beta 
Model Size46.7b
Required VRAM93.6 GB
Updated2025-09-23
Maintainerfblgit
Model Typemixtral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-19   5.0 GB: 2-of-19   5.0 GB: 3-of-19   4.9 GB: 4-of-19   5.0 GB: 5-of-19   5.0 GB: 6-of-19   4.9 GB: 7-of-19   5.0 GB: 8-of-19   5.0 GB: 9-of-19   4.9 GB: 10-of-19   5.0 GB: 11-of-19   5.0 GB: 12-of-19   5.0 GB: 13-of-19   4.9 GB: 14-of-19   5.0 GB: 15-of-19   5.0 GB: 16-of-19   4.9 GB: 17-of-19   5.0 GB: 18-of-19   4.2 GB: 19-of-19
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licensecc-by-nc-sa-4.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the UNAversal 8x7B V1beta

Model
Likes
Downloads
VRAM
UNAversal 8x7B V1beta GGUF115915 GB
UNAversal 8x7B V1beta AWQ2624 GB
UNAversal 8x7B V1beta GPTQ1623 GB

Best Alternatives to UNAversal 8x7B V1beta

Best Alternatives
Context / RAM
Downloads
Likes
Mixtral 8x7B Instruct V0.132K / 93.6 GB2956784562
Mixtral 8x7B Instruct V0.1 FP832K / 47.1 GB15290
...xtral 8x7B Yes Instruct LimaRP32K / 93.5 GB80
...rkrautLM Mixtral 8x7B Instruct32K / 93.6 GB294022
Mixtral 8x7B Instruct V0.1 FP832K / 47.1 GB3740
Merge Mixtral Prometheus 8x7B32K / 91.9 GB72
Sage Ft Mixtral 8x7b32K / 90 GB824
Notux 8x7b V132K / 93.6 GB10163
Dolphin 2.5 Mixtral 8x7b32K / 93.6 GB41251235
BagelMIsteryTour V2 8x7B32K / 93.5 GB416
Note: green Score (e.g. "73.2") means that the model is better than fblgit/UNAversal-8x7B-v1beta.

Rank the UNAversal 8x7B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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