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TenyxChat 8x7B V1 by tenyx

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  Arxiv:2305.18290   Arxiv:2306.05685   Arxiv:2401.04088   Autotrain compatible   Conversational Dataset:huggingfaceh4/ultrafee...   Dpo   En   Endpoints compatible   Instruct   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow   Tenyx-fine-tuning   Tenyxchat

TenyxChat 8x7B V1 Benchmarks

ARC: 69.71 vs 96.7 (so35)-27.9%
HellaSwag: 87.76 vs 95.3 (gpt4)-7.9%
MMLU: 71.12 vs 88.3 (so35)-19.5%
TruthfulQA: 65.42 vs 59 (gpt4)10.9%
WinoGrande: 81.22 vs 87.5 (gpt4)-7.2%
GSM8K: 61.11 vs 96.4 (so35)-36.6%
LLME Score: 0.21277
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

TenyxChat 8x7B V1 Parameters and Internals

LLM NameTenyxChat 8x7B V1
Repository 🤗https://huggingface.co/tenyx/TenyxChat-8x7B-v1 
Model Size46.7b
Required VRAM93.6 GB
Updated2024-09-28
Maintainertenyx
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
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16
TenyxChat 8x7B V1 (tenyx/TenyxChat-8x7B-v1)

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Note: green Score (e.g. "73.2") means that the model is better than tenyx/TenyxChat-8x7B-v1.

Rank the TenyxChat 8x7B V1 Capabilities

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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 v2024072803
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