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Llama 3 8B 4bit UltraChat Ita by FairMind

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  4bit   Autotrain compatible Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-... Dataset:mii-community/ultrafee...   Endpoints compatible   It   Llama   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Llama 3 8B 4bit UltraChat Ita Benchmarks

ARC: 59.04 vs 96.7 (so35)-38.9%
HellaSwag: 80.67 vs 95.3 (gpt4)-15.4%
MMLU: 63.85 vs 88.3 (so35)-27.7%
TruthfulQA: 48.88 vs 59 (gpt4)-17.2%
WinoGrande: 77.43 vs 87.5 (gpt4)-11.5%
GSM8K: 39.35 vs 96.4 (so35)-59.2%
LLME Score: 0.28491
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama 3 8B 4bit UltraChat Ita Parameters and Internals

LLM NameLlama 3 8B 4bit UltraChat Ita
Repository 🤗https://huggingface.co/FairMind/Llama-3-8B-4bit-UltraChat-Ita 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2024-09-16
MaintainerFairMind
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesit
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 8B 4bit UltraChat Ita (FairMind/Llama-3-8B-4bit-UltraChat-Ita)

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Llama 3 8B Instruct 262K 2bit256K / 2.5 GB11
...B Instruct 262k V2 EXL2 8.0bpw256K / 8.4 GB60

Rank the Llama 3 8B 4bit UltraChat Ita Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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