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Firefly Qwen1.5 En 14B DPO V0.1 by YeungNLP

 »  All LLMs  »  YeungNLP  »  Firefly Qwen1.5 En 14B DPO V0.1   URL Share it on

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  Arxiv:1910.09700   Autotrain compatible   Conversational   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Firefly Qwen1.5 En 14B DPO V0.1 Benchmarks

ARC: 58.79 vs 96.7 (so35)-39.2%
HellaSwag: 81.89 vs 95.3 (gpt4)-14.1%
MMLU: 68.67 vs 88.3 (so35)-22.2%
TruthfulQA: 60.53 vs 59 (gpt4)2.6%
WinoGrande: 76.56 vs 87.5 (gpt4)-12.5%
GSM8K: 69.52 vs 96.4 (so35)-27.9%
LLME Score: 0.22468
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Firefly Qwen1.5 En 14B DPO V0.1 Parameters and Internals

LLM NameFirefly Qwen1.5 En 14B DPO V0.1
Repository 🤗https://huggingface.co/YeungNLP/firefly-qwen1.5-en-14b-dpo-v0.1 
Model Size14b
Required VRAM28.4 GB
Updated2024-09-06
MaintainerYeungNLP
Model Typeqwen2
Model Files  4.9 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   5.0 GB: 5-of-6   3.5 GB: 6-of-6
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace
Firefly Qwen1.5 En 14B DPO V0.1 (YeungNLP/firefly-qwen1.5-en-14b-dpo-v0.1)

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Note: green Score (e.g. "73.2") means that the model is better than YeungNLP/firefly-qwen1.5-en-14b-dpo-v0.1.

Rank the Firefly Qwen1.5 En 14B DPO V0.1 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 v2024072803
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