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Freeze KoSoLAR 10.7B V0.2 1.4 Dedup by jingyeom

 ยป  All LLMs  ยป  jingyeom  ยป  Freeze KoSoLAR 10.7B V0.2 1.4 Dedup   URL Share it on

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  32bit   Autotrain compatible   Conversational   Endpoints compatible   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/jingyeom/freeze_KoSoLAR-10.7B-v0.2_1.4_dedup 

Freeze KoSoLAR 10.7B V0.2 1.4 Dedup Benchmarks

ARC: 58.45 vs 96.7 (so35)-39.6%
HellaSwag: 81.26 vs 95.3 (gpt4)-14.7%
MMLU: 64.83 vs 88.3 (so35)-26.6%
TruthfulQA: 44.5 vs 59 (gpt4)-24.6%
WinoGrande: 79.08 vs 87.5 (gpt4)-9.6%
GSM8K: 32.22 vs 96.4 (so35)-66.6%
LLME Score: 0.20505
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Freeze KoSoLAR 10.7B V0.2 1.4 Dedup (jingyeom/freeze_KoSoLAR-10.7B-v0.2_1.4_dedup)

Freeze KoSoLAR 10.7B V0.2 1.4 Dedup Parameters and Internals

Model Type 
causal LM
Training Details 
Data Sources:
๊ณต๊ฐœ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘
Methodology:
instruction Tuning using Deduplicating Training Data Makes Language Models Better algorithm
Model Architecture:
freeze
LLM NameFreeze KoSoLAR 10.7B V0.2 1.4 Dedup
Repository ๐Ÿค—https://huggingface.co/jingyeom/freeze_KoSoLAR-10.7B-v0.2_1.4_dedup 
Model Size10.7b
Required VRAM43.2 GB
Updated2025-02-22
Maintainerjingyeom
Model Typellama
Model Files  4.8 GB: 1-of-9   5.0 GB: 2-of-9   5.0 GB: 3-of-9   4.8 GB: 4-of-9   5.0 GB: 5-of-9   5.0 GB: 6-of-9   4.8 GB: 7-of-9   5.0 GB: 8-of-9   3.8 GB: 9-of-9
Quantization Type32bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size40960
Torch Data Typefloat32

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Rank the Freeze KoSoLAR 10.7B V0.2 1.4 Dedup 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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