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Openchat 3.5 0106 by openchat

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  Arxiv:2303.08774   Arxiv:2309.11235   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   C-rlft   Conversational   Endpoints compatible   Mistral   Openchat   Region:us   Safetensors   Sharded   Tensorflow

Openchat 3.5 0106 Benchmarks

LMSys ELO: 1092 vs 1272 (so35)-14.2%
MMLU Pro: 25.46
GPQA: 7.72
MUSR: 11.75
BBH: 24.04
IFEval: 59.51 vs 88 (so35)-32.4%
ARC: 66.04 vs 96.7 (so35)-31.7%
HellaSwag: 82.93 vs 95.3 (gpt4)-13%
MMLU: 65.04 vs 88.3 (so35)-26.3%
TruthfulQA: 51.9 vs 59 (gpt4)-12%
WinoGrande: 81.77 vs 87.5 (gpt4)-6.5%
GSM8K: 68.16 vs 96.4 (so35)-29.3%
MATH Lvl 5: 6.5
LLME Score: 0.46491
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 0106 Parameters and Internals

LLM NameOpenchat 3.5 0106
Repository 🤗https://huggingface.co/openchat/openchat-3.5-0106 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2024-09-07
Maintaineropenchat
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.36.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typebfloat16
Openchat 3.5 0106 (openchat/openchat-3.5-0106)

Quantized Models of the Openchat 3.5 0106

Model
Likes
Downloads
VRAM
Openchat 3.5 0106 GPTQ684504 GB
Openchat 3.5 0106 GGUF7019283 GB
Openchat 3.5 0106 GGUF0203 GB
OpenChat 3.5 0106 GGUF27653 GB
MasherAI 7B V1 GGUF094 GB
MasherAI 7B V0.9 GGUF064 GB
Openchat 3.5 0106 GGUF01332 GB
Openchat 3.5 0106 AWQ51364 GB
Newton 7B 8.0bpw H8 EXL2187 GB
Openchat 3.5 0106 GPTQ1154 GB

Best Alternatives to Openchat 3.5 0106

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Hebrew Mistral 7B 200K256K / 30 GB270415
Astral 256K 7B V2250K / 14.4 GB80
Astral 256K 7B250K / 14.4 GB70
Test001128K / 14.5 GB250
Test002128K / 29 GB180
Buddhi 128K Chat 7B128K / 14.4 GB16715
LuminRP 7B 128K V0.2128K / 14.4 GB140

Rank the Openchat 3.5 0106 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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