Gemma 7B It Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Bnb   Conversational   En   Endpoints compatible   Gemma   Gemma-7b   License:apache-2.0   Quantized   Region:us   Safetensors   Unsloth

Gemma 7B It Bnb 4bit Parameters and Internals

LLM NameGemma 7B It Bnb 4bit
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM5.6 GB
Model Typegemma
Model Files  5.6 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.39.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Gemma 7B It Bnb 4bit (unsloth/gemma-7b-it-bnb-4bit)

Quantized Models of the Gemma 7B It Bnb 4bit

Gemma 7B Malayalam Gguf0105 GB

Best Alternatives to Gemma 7B It Bnb 4bit

Best Alternatives
HF Rank
...t Cleaner Gemma 32k Merged 16b0.231K / 17.1 GB110
...ruct Malayalam Model Vllm 4bit0.216K / 5.6 GB320
Fbt Gemma 7B0.38K / 17.1 GB3710
Gemma 7B Bnb 4bit0.38K / 5.6 GB736316
Fbt Gemma 7B Inst0.38K / 17.1 GB3750
Diff Codegemma 7B0.38K / 17.1 GB200
Codegemma 7B It 8bit0.28K / 9.5 GB164
Codegemma 7B 4bit0.28K / 5.9 GB110
Gemma 1.1 7B It Bnb 4bit0.28K / 5.6 GB6602
Codegemma 7B Bnb 4bit0.28K / 5.6 GB4621
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-7b-it-bnb-4bit.

Rank the Gemma 7B It Bnb 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601