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Opt 125M Gqa Ub 6 Best For KV Cache by xformAI

 »  All LLMs  »  xformAI  »  Opt 125M Gqa Ub 6 Best For KV Cache   URL Share it on

  1211   
  Autotrain compatible   En   Endpoints compatible   Opt   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/xformAI/opt-125m-gqa-ub-6-best-for-KV-cache 

Opt 125M Gqa Ub 6 Best For KV Cache Benchmarks

ARC: 24.23 vs 96.7 (so35)-74.9%
HellaSwag: 25 vs 95.3 (gpt4)-73.8%
MMLU: 23.12 vs 88.3 (so35)-73.8%
TruthfulQA: 49.53 vs 59 (gpt4)-16.1%
WinoGrande: 51.7 vs 87.5 (gpt4)-40.9%
LLME Score: 0.23108
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Opt 125M Gqa Ub 6 Best For KV Cache (xformAI/opt-125m-gqa-ub-6-best-for-KV-cache)

Opt 125M Gqa Ub 6 Best For KV Cache Parameters and Internals

Model Type 
text generation
Additional Notes 
This version uses a modified Multi-Head Attention (MHA) architecture with 6 groups of KV heads per layer, each sharing mean-pooled K/V values for the same group instead of the original 12 separate KV heads.
Supported Languages 
en (primary)
LLM NameOpt 125M Gqa Ub 6 Best For KV Cache
Repository 🤗https://huggingface.co/xformAI/opt-125m-gqa-ub-6-best-for-KV-cache 
Model Size125m
Required VRAM0.5 GB
Updated2025-02-05
MaintainerxformAI
Model Typeopt
Model Files  0.5 GB
Supported Languagesen
Model ArchitectureOPTForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.26.1
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token</s>
End of Sentence Token</s>
Unk Token</s>
Vocabulary Size50272
Torch Data Typefloat32
Activation Functionrelu
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than xformAI/opt-125m-gqa-ub-6-best-for-KV-cache.

Rank the Opt 125M Gqa Ub 6 Best For KV Cache 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 v20241227
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