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Qwen2 7B Instruct Bnb 4bit by unsloth

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Qwen2 7B Instruct Bnb 4bit Benchmarks

LLME Score: 0.2502
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 Bnb 4bit Parameters and Internals

LLM NameQwen2 7B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2-7B-Instruct-bnb-4bit 
Base Model(s)  Qwen2 7B Instruct Nf4   fubuki9/Qwen2-7B-Instruct-nf4
Model Size7b
Required VRAM5.5 GB
Updated2024-10-18
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  5.5 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2 7B Instruct Bnb 4bit (unsloth/Qwen2-7B-Instruct-bnb-4bit)

Quantized Models of the Qwen2 7B Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
Qwen2q0714 GB
DevOpsGPT 1.1 Q4 K M0434 GB
DevOpsGPT 1.1 F1603615 GB
DevOpsGPT 1.1 Q8 00328 GB
...en2 7b Instruct 4bit 45706 Ft1055 GB
...7B Instruct Hotel Booking 4bit0105 GB
...Instruct Hotel Booking 4bit V2085 GB
Test Unsloth065 GB
Qwen2 7b Instruct 4bit 45706005 GB
Qwen2q004 GB

Best Alternatives to Qwen2 7B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct Bnb 4bit32K / 5.5 GB214625
...2.5 Coder 7B Instruct Bnb 4bit32K / 5.5 GB13394
...Qwen 2.5 7B Instruct V0.2410.032K /  GB11980
Qwen2.5 7B Instruct 8bit32K / 8.1 GB1322
...Spanish English Asistant 16bit32K / 15.2 GB290
Qwen2 7B Instruct 4bit32K / 4.3 GB2923
....O.S.I.E.v4o 7B Stage1 Beta3.032K / 15.2 GB41
....O.S.I.E.v4o 7B Stage1 Beta3.032K / 15.2 GB41
....O.S.I.E.v4o 7B Stage1 Beta3.232K / 15.2 GB41
....O.S.I.E.v4o 7B Stage1 Beta3.232K / 15.2 GB31
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2-7B-Instruct-bnb-4bit.

Rank the Qwen2 7B Instruct Bnb 4bit Capabilities

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Release v2024072803
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