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Gemma 1.1 7B It GPTQ by TechxGenus

 »  All LLMs  »  TechxGenus  »  Gemma 1.1 7B It GPTQ   URL Share it on

  4   
  Arxiv:1705.03551   Arxiv:1804.06876   Arxiv:1809.02789   Arxiv:1811.00937   Arxiv:1904.09728   Arxiv:1905.07830   Arxiv:1905.10044   Arxiv:1907.10641   Arxiv:1911.01547   Arxiv:1911.11641   Arxiv:2009.03300   Arxiv:2107.03374   Arxiv:2108.07732   Arxiv:2110.08193   Arxiv:2110.14168   Arxiv:2206.04615   Arxiv:2304.06364   Arxiv:2312.11805   4-bit   Autotrain compatible   Conversational   Endpoints compatible   Gemma   Gptq   Quantized   Region:us   Safetensors

Gemma 1.1 7B It GPTQ Benchmarks

ARC: 59.98 vs 96.7 (so35)-38%
HellaSwag: 76.21 vs 95.3 (gpt4)-20%
MMLU: 60.39 vs 88.3 (so35)-31.6%
TruthfulQA: 50.4 vs 59 (gpt4)-14.6%
WinoGrande: 69.93 vs 87.5 (gpt4)-20.1%
GSM8K: 41.77 vs 96.4 (so35)-56.7%
LLME Score: 0.22686
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 1.1 7B It GPTQ Parameters and Internals

LLM NameGemma 1.1 7B It GPTQ
Repository 🤗https://huggingface.co/TechxGenus/gemma-1.1-7b-it-GPTQ 
Base Model(s)  unsloth/gemma-1.1-7b-it   unsloth/gemma-1.1-7b-it
Model Size7b
Required VRAM7.2 GB
Updated2024-09-18
MaintainerTechxGenus
Model Typegemma
Model Files  7.2 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureGemmaForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16
Gemma 1.1 7B It GPTQ (TechxGenus/gemma-1.1-7b-it-GPTQ)

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Note: green Score (e.g. "73.2") means that the model is better than TechxGenus/gemma-1.1-7b-it-GPTQ.

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Release v2024072803
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