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Mixtral 11Bx2 MoE 19B by cloudyu

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  Autotrain compatible   Conversational   Endpoints compatible   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/cloudyu/Mixtral_11Bx2_MoE_19B 

Mixtral 11Bx2 MoE 19B Benchmarks

ARC: 71.16 vs 96.7 (so35)-26.4%
HellaSwag: 88.47 vs 95.3 (gpt4)-7.2%
MMLU: 66.31 vs 88.3 (so35)-24.9%
TruthfulQA: 72 vs 59 (gpt4)22%
WinoGrande: 83.27 vs 87.5 (gpt4)-4.8%
GSM8K: 65.28 vs 96.4 (so35)-32.3%
LLME Score: 0.19643
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixtral 11Bx2 MoE 19B (cloudyu/Mixtral_11Bx2_MoE_19B)

Mixtral 11Bx2 MoE 19B Parameters and Internals

Model Type 
text-generation
Input Output 
Input Format:
Prompt text in accepted format
Accepted Modalities:
text
Output Format:
Generated text
LLM NameMixtral 11Bx2 MoE 19B
Repository 🤗https://huggingface.co/cloudyu/Mixtral_11Bx2_MoE_19B 
Model Size19.2b
Required VRAM38.4 GB
Updated2024-12-14
Maintainercloudyu
Model Typemixtral
Model Files  9.9 GB: 1-of-4   10.0 GB: 2-of-4   10.0 GB: 3-of-4   8.5 GB: 4-of-4
Model ArchitectureMixtralForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Mixtral 11Bx2 MoE 19B

Model
Likes
Downloads
VRAM
Mixtral 11Bx2 MoE 19B GGUF183356 GB
Mixtral 11Bx2 MoE 19B GPTQ53410 GB
Mixtral 11Bx2 MoE 19B AWQ51410 GB

Best Alternatives to Mixtral 11Bx2 MoE 19B

Best Alternatives
Context / RAM
Downloads
Likes
MixTAO 19B Pass32K / 38.1 GB161
Multimerge 19B Pass32K / 38 GB100
Lorge 2x7B UAMM32K / 38.2 GB160
Mistralmath 15B Pass32K / 38.5 GB110
TaoPassthrough 15B S32K / 38.4 GB200
Raccoon Small32K / 38.4 GB861
...oundary Solar Chat 2x10.7B MoE4K / 38 GB1231
Truthful DPO MoE 19B4K / 38.4 GB12071
Venus DPO 504K / 38.4 GB12100
SOLAR Math 2x10.7B V0.24K / 38.4 GB12153
Note: green Score (e.g. "73.2") means that the model is better than cloudyu/Mixtral_11Bx2_MoE_19B.

Rank the Mixtral 11Bx2 MoE 19B 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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