Qwen2 7B Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   En   Endpoints compatible   License:apache-2.0   Quantized   Qwen2   Region:us   Safetensors   Unsloth

Rank the Qwen2 7B Bnb 4bit 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  
Qwen2 7B Bnb 4bit (unsloth/Qwen2-7B-bnb-4bit)

Quantized Models of the Qwen2 7B Bnb 4bit

... WAEMU Africa Banking Analysis12415 GB
Qwen2 7B Alpacha 16bit GGUF017117 GB
Qwen2 7B Alpacha Q4 K M GGUF01485 GB
Qwen2 7B Alpacha Q8 001309 GB
Finance Qa Model0284 GB
Qwen2 7B Tofutune Gguf0264 GB
Qwen2 7B Alpacha Merged 4bit0155 GB

Best Alternatives to Qwen2 7B Bnb 4bit

Best Alternatives
HF Rank
Qwen2 7B 4bit128K / 4.3 GB80
...lphin 2.9.2 Qwen2 7B Bpw4 EXL2128K / 4.8 GB60
Qwen2 7B Alpacha Merged 4bit128K / 5.6 GB150
PiSSA Qwen2 7B 4bit R128 5iter128K / 5.9 GB940
...lphin 2.9.2 Qwen2 7B Bpw6 EXL2128K / 6.4 GB21
Qwen2 7B 8bit128K / 8.1 GB111
Qwen2 7B Matter 0.1 Slim A128K / 15.2 GB52
Josiev4o 7B Stage1 V0.1128K / 15.2 GB01
Qwen V2 7B Merged 16bit SA128K / 15.2 GB380
...odeQwen1.5 7B Chat EXL2 8.0bpw64K / 7.5 GB54

Qwen2 7B Bnb 4bit Parameters and Internals

LLM NameQwen2 7B Bnb 4bit
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM5.5 GB
Model Typeqwen2
Model Files  5.5 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801