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Gemma 1.1 7B It 4bit by chuckma

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Gemma 1.1 7B It 4bit 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: 0.22699
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 4bit Parameters and Internals

LLM NameGemma 1.1 7B It 4bit
Repository 🤗https://huggingface.co/chuckma/gemma-1.1-7b-it-4bit 
Base Model(s)  unsloth/gemma-1.1-7b-it   unsloth/gemma-1.1-7b-it
Model Size7b
Required VRAM5.9 GB
Updated2024-09-16
Maintainerchuckma
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.9 GB: 2-of-2
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16
Gemma 1.1 7B It 4bit (chuckma/gemma-1.1-7b-it-4bit)

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Note: green Score (e.g. "73.2") means that the model is better than chuckma/gemma-1.1-7b-it-4bit.

Rank the Gemma 1.1 7B It 4bit Capabilities

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Release v2024072803
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