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Mixtral SlimOrca 8x7B by Open-Orca

 »  All LLMs  »  Open-Orca  »  Mixtral SlimOrca 8x7B   URL Share it on

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mixtral-8...   Dataset:open-orca/slimorca   Endpoints compatible   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Open-Orca/Mixtral-SlimOrca-8x7B 

Mixtral SlimOrca 8x7B Benchmarks

ARC: 67.66 vs 96.7 (so35)-30%
HellaSwag: 85.11 vs 95.3 (gpt4)-10.7%
MMLU: 67.98 vs 88.3 (so35)-23%
TruthfulQA: 54.98 vs 59 (gpt4)-6.8%
WinoGrande: 80.51 vs 87.5 (gpt4)-8%
GSM8K: 45.56 vs 96.4 (so35)-52.7%
LLME Score: 0.14534
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixtral SlimOrca 8x7B (Open-Orca/Mixtral-SlimOrca-8x7B)
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Mixtral SlimOrca 8x7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Official release of the SlimOrca Mixtral finetune. More details to come.
LLM NameMixtral SlimOrca 8x7B
Repository 🤗https://huggingface.co/Open-Orca/Mixtral-SlimOrca-8x7B 
Base Model(s)  mistralai/Mixtral-8x7B-v0.1   mistralai/Mixtral-8x7B-v0.1
Model Size46.7b
Required VRAM93.6 GB
Updated2025-08-21
MaintainerOpen-Orca
Model Typemixtral
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
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typebfloat16

Quantized Models of the Mixtral SlimOrca 8x7B

Model
Likes
Downloads
VRAM
Mixtral SlimOrca 8x7B GGUF2429615 GB
Mixtral SlimOrca 8x7B AWQ2624 GB
Mixtral SlimOrca 8x7B GPTQ11623 GB

Best Alternatives to Mixtral SlimOrca 8x7B

Best Alternatives
Context / RAM
Downloads
Likes
Mixtral 8x7B Instruct V0.132K / 93.6 GB3502094533
Nous Hermes 2 Mixtral 8x7B DPO32K / 93.6 GB11357448
Mixtral 8x7B V0.132K / 93.6 GB574391740
GritLM 8x7B KTO32K / 93.6 GB100183
Sensualize Mixtral Bf1632K / 93.6 GB00
Skadi Mixtral V132K / 93.5 GB00
Franziska Mixtral V132K / 93.5 GB00
Typhon Mixtral V132K / 93.4 GB00
Smaug Mixtral V0.132K / 187.7 GB994412
Mixtral 8x7B Instruct V0.1 FP832K / 47.1 GB23880
Note: green Score (e.g. "73.2") means that the model is better than Open-Orca/Mixtral-SlimOrca-8x7B.

Rank the Mixtral SlimOrca 8x7B 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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Release v20241124
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