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Kukulemon 32K 7B by grimjim

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  Merged Model   Autotrain compatible Base model:grimjim/kukulemon-7... Base model:grimjim/mistral-7b-...   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/grimjim/kukulemon-32K-7B 

Kukulemon 32K 7B Benchmarks

ARC: 65.96 vs 96.7 (so35)-31.8%
HellaSwag: 85.32 vs 95.3 (gpt4)-10.5%
MMLU: 62.11 vs 88.3 (so35)-29.7%
TruthfulQA: 55.18 vs 59 (gpt4)-6.5%
WinoGrande: 78.37 vs 87.5 (gpt4)-10.4%
GSM8K: 47.84 vs 96.4 (so35)-50.4%
LLME Score: 0.19143
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Kukulemon 32K 7B (grimjim/kukulemon-32K-7B)

Kukulemon 32K 7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is a proof of concept merge capable of functional 32K context length, derived from kukulemon-7B. It natively supports Alpaca prompt and has been tested with ChatML prompts.
LLM NameKukulemon 32K 7B
Repository 🤗https://huggingface.co/grimjim/kukulemon-32K-7B 
Base Model(s)  grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B   Kukulemon 7B   grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B   grimjim/kukulemon-7B
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2025-02-05
Maintainergrimjim
Model Typemistral
Instruction-BasedYes
Model Files  5.9 GB: 1-of-3   6.0 GB: 2-of-3   2.6 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.39.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than grimjim/kukulemon-32K-7B.

Rank the Kukulemon 32K 7B 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 v20241227
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