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Openchat 3.5 by openchat

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  Arxiv:2303.08774   Arxiv:2309.11235   Autotrain compatible   C-rlft   Conversational Dataset:glaiveai/glaive-code-a...   Dataset:imone/openorca flan Dataset:ldjnr/lesswrong-amplif...   Dataset:ldjnr/pure-dove   Dataset:ldjnr/verified-camel   Dataset:meta-math/metamathqa Dataset:openassistant/oasst to... Dataset:openchat/openchat shar...   Dataset:tiedong/goat   Dataset:tiger-lab/mathinstruct   Endpoints compatible   Mistral   Openchat   Pytorch   Region:us   Sharded

Openchat 3.5 Benchmarks

LMSys ELO: 1076 vs 1272 (so35)-15.4%
MMLU Pro: 23.93
GPQA: 6.49
MUSR: 11.26
BBH: 21.58
IFEval: 59.31 vs 88 (so35)-32.6%
ARC: 62.46 vs 96.7 (so35)-35.4%
HellaSwag: 83.96 vs 95.3 (gpt4)-11.9%
MMLU: 62.89 vs 88.3 (so35)-28.8%
TruthfulQA: 45.43 vs 59 (gpt4)-23%
WinoGrande: 81.06 vs 87.5 (gpt4)-7.4%
GSM8K: 25.78 vs 96.4 (so35)-73.3%
MATH Lvl 5: 6.57
LLME Score: 0.47359
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Openchat 3.5 Parameters and Internals

LLM NameOpenchat 3.5
Repository 🤗https://huggingface.co/openchat/openchat_3.5 
Model Size7b
Required VRAM14.4 GB
Updated2024-09-08
Maintaineropenchat
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typebfloat16
Openchat 3.5 (openchat/openchat_3.5)

Quantized Models of the Openchat 3.5

Model
Likes
Downloads
VRAM
Openchat 3.5 GPTQ17416304 GB
Openchat 3.5 GGUF1279133 GB
OpenChat 3.5 GGUF325142 GB
Openchat 3.5 AWQ144284 GB

Best Alternatives to Openchat 3.5

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Astral 256K 7B V2250K / 14.4 GB60
Astral 256K 7B250K / 14.4 GB50
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Test002128K / 29 GB160
Buddhi 128K Chat 7B128K / 14.4 GB16715
LuminRP 7B 128K V0.2128K / 14.4 GB120

Rank the Openchat 3.5 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 v2024072803
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