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Qwen2 7B Instruct V0.8 by MaziyarPanahi

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  Autotrain compatible   Base model:qwen/qwen2-7b   Chat   Chatml   Conversational Dataset:microsoft/orca-math-wo...   Dataset:nvidia/helpsteer2   Dataset:open-orca/slimorca   Dataset:teknium/openhermes-2.5   En   Finetuned   Helpsteer2   Instruct   License:apache-2.0   Openhermes-2.5   Orca   Qwen   Qwen2   Region:us   Safetensors   Sharded   Slimorca   Tensorflow

Qwen2 7B Instruct V0.8 Benchmarks

MMLU Pro: 28.51
GPQA: 5.82
MUSR: 12.06
BBH: 25.53
IFEval: 27.75 vs 88 (so35)-68.5%
MATH Lvl 5: 15.63
LLME Score: 0.34403
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Qwen2 7B Instruct V0.8 Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model aims to improve the base model Qwen/Qwen2-7B across all benchmarks and has been quantized for enhanced performance.
Input Output 
Input Format:
ChatML prompt template
Accepted Modalities:
text
LLM NameQwen2 7B Instruct V0.8
Repository 🤗https://huggingface.co/MaziyarPanahi/Qwen2-7B-Instruct-v0.8 
Model NameQwen2-7B-Instruct-v0.8
Model CreatorMaziyarPanahi
Base Model(s)  Qwen2 7B   Qwen/Qwen2-7B
Model Size7b
Required VRAM15.2 GB
Updated2024-07-21
MaintainerMaziyarPanahi
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.41.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2 7B Instruct V0.8 (MaziyarPanahi/Qwen2-7B-Instruct-v0.8)

Quantized Models of the Qwen2 7B Instruct V0.8

Model
Likes
Downloads
VRAM
Qwen2 7B Instruct V0.8 GGUF161554 GB

Best Alternatives to Qwen2 7B Instruct V0.8

Best Alternatives
Context / RAM
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Likes
Gte Qwen2 7B Instruct128K / 30.5 GB37719217
Qwen2 7B Instruct V0.1128K / 15.2 GB409681
Einstein V7 Qwen2 7B128K / 15.2 GB459635
...nity Instruct 3M 0625 Qwen2 7B128K / 15.2 GB49208
Samantha Qwen 2 7B128K / 15.2 GB48822
Cybertron V4 Qw7B MGS128K / 15.2 GB101811
Rombos LLM V2.5 Qwen 7B128K / 15.2 GB78214
Meraj Mini128K / 15.2 GB88511
Qwen2 7B Instruct V0.4128K / 15.2 GB410081
Qwen2 7B Instruct V0.5128K / 15.2 GB410191
Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/Qwen2-7B-Instruct-v0.8.

Rank the Qwen2 7B Instruct V0.8 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 v20241110
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