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OpenHermes Mixtral 8x7B by orangetin

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mixtral-8...   Conversational   Distillation   En   Endpoints compatible   Finetuned   Gpt4   Instruct   Llama   Mixtral   Moe   Region:us   Safetensors   Sharded   Synthetic data   Tensorflow

OpenHermes Mixtral 8x7B Benchmarks

ARC: 63.91 vs 96.7 (so35)-33.9%
HellaSwag: 84.14 vs 95.3 (gpt4)-11.7%
MMLU: 64.29 vs 88.3 (so35)-27.2%
TruthfulQA: 59.53 vs 59 (gpt4)0.9%
WinoGrande: 74.03 vs 87.5 (gpt4)-15.4%
GSM8K: 45.72 vs 96.4 (so35)-52.6%
LLME Score: 0.19123
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

OpenHermes Mixtral 8x7B Parameters and Internals

LLM NameOpenHermes Mixtral 8x7B
Repository 🤗https://huggingface.co/orangetin/OpenHermes-Mixtral-8x7B 
Base Model(s)  mistralai/Mixtral-8x7B-Instruct-v0.1   mistralai/Mixtral-8x7B-Instruct-v0.1
Model Size46.7b
Required VRAM93.6 GB
Updated2024-09-29
Maintainerorangetin
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 Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
OpenHermes Mixtral 8x7B (orangetin/OpenHermes-Mixtral-8x7B)

Quantized Models of the OpenHermes Mixtral 8x7B

Model
Likes
Downloads
VRAM
...n OpenHermes Mixtral 8x7B GPTQ3166023 GB
...n OpenHermes Mixtral 8x7B GGUF414815 GB
...in OpenHermes Mixtral 8x7B AWQ11324 GB

Best Alternatives to OpenHermes Mixtral 8x7B

Best Alternatives
Context / RAM
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Mixtral 8x7B Instruct V0.132K / 93.6 GB6512363978
...rkrautLM Mixtral 8x7B Instruct32K / 93.6 GB5325521
Dolphin 2.5 Mixtral 8x7b32K / 93.6 GB55071201
Merge Mixtral Prometheus 8x7B32K / 91.9 GB92
Notux 8x7b V132K / 93.6 GB15165
BagelMIsteryTour V2 8x7B32K / 93.5 GB6316
Karakuri Lm 8x7b Instruct V0.132K / 93.6 GB57017
XLAM V0.1 R32K / 93.6 GB65949
Mixtral 8x7B Instruct V0.1 FP832K / 47.1 GB12432
Autotrain Xva0j Mixtral8x7b32K / 93.6 GB550
Note: green Score (e.g. "73.2") means that the model is better than orangetin/OpenHermes-Mixtral-8x7B.

Rank the OpenHermes Mixtral 8x7B 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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Release v2024072803
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