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UndiMix V4 13B by Undi95

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  Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Undi95/UndiMix-v4-13B 

UndiMix V4 13B Benchmarks

ARC: 61.95 vs 96.7 (so35)-35.9%
HellaSwag: 83.88 vs 95.3 (gpt4)-12%
MMLU: 56.9 vs 88.3 (so35)-35.6%
TruthfulQA: 48.96 vs 59 (gpt4)-17%
WinoGrande: 76.16 vs 87.5 (gpt4)-13%
GSM8K: 13.72 vs 96.4 (so35)-85.8%
LLME Score: 0.14723
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
UndiMix V4 13B (Undi95/UndiMix-v4-13B)
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UndiMix V4 13B Parameters and Internals

Model Type 
fp16, personal mix
Additional Notes 
Special thanks to Sushi.
Input Output 
Input Format:
Alpaca prompt template
LLM NameUndiMix V4 13B
Repository 🤗https://huggingface.co/Undi95/UndiMix-v4-13B 
Model Size13b
Required VRAM26.7 GB
Updated2025-09-26
MaintainerUndi95
Model Typellama
Model Files  10.3 GB: 1-of-3   9.9 GB: 2-of-3   6.5 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.33.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the UndiMix V4 13B

Model
Likes
Downloads
VRAM
UndiMix V4 13B GGUF51015 GB
UndiMix V4 13B GPTQ667 GB
UndiMix V4 13B AWQ267 GB

Best Alternatives to UndiMix V4 13B

Best Alternatives
Context / RAM
Downloads
Likes
Luminaura RP 13B128K / 26 GB60
Yarn Llama 2 13B 128K128K / 26 GB34112
Agent Llama2 13B 80K80K / 26.4 GB50
Chat Llama2 13B 80K80K / 52.8 GB50
LongAlign 13B 64K64K / 26 GB11513
LongAlign 13B 64K Base64K / 26 GB923
LongAlign 13B 64K64K / 26 GB1113
LongAlign 13B 64K Base64K / 26 GB63
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB64
Openbuddy Llama2 13b64k V1564K / 26.1 GB52
Note: green Score (e.g. "73.2") means that the model is better than Undi95/UndiMix-v4-13B.

Rank the UndiMix V4 13B 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 v20241124
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