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ORCA LLaMA 70B QLoRA by fangloveskari

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  1183   
  Arxiv:2306.02707   Arxiv:2308.07317   Autotrain compatible   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded

ORCA LLaMA 70B QLoRA Benchmarks

ARC: 72.27 vs 96.7 (so35)-25.3%
HellaSwag: 87.74 vs 95.3 (gpt4)-7.9%
MMLU: 70.23 vs 88.3 (so35)-20.5%
TruthfulQA: 63.37 vs 59 (gpt4)7.4%
WinoGrande: 83.66 vs 87.5 (gpt4)-4.4%
GSM8K: 28.35 vs 96.4 (so35)-70.6%
LLME Score: 0.1759
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

ORCA LLaMA 70B QLoRA Parameters and Internals

LLM NameORCA LLaMA 70B QLoRA
Repository 🤗https://huggingface.co/fangloveskari/ORCA_LLaMA_70B_QLoRA 
Model Size70b
Required VRAM138 GB
Updated2024-10-18
Maintainerfangloveskari
Model Typellama
Instruction-BasedYes
Model Files  9.8 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.5 GB: 15-of-15
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
ORCA LLaMA 70B QLoRA (fangloveskari/ORCA_LLaMA_70B_QLoRA)

Quantized Models of the ORCA LLaMA 70B QLoRA

Model
Likes
Downloads
VRAM
ORCA LLaMA 70B QLoRA GGUF1277429 GB
ORCA LLaMA 70B QLoRA AWQ1736 GB
ORCA LLaMA 70B QLoRA GPTQ3535 GB

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Note: green Score (e.g. "73.2") means that the model is better than fangloveskari/ORCA_LLaMA_70B_QLoRA.

Rank the ORCA LLaMA 70B QLoRA Capabilities

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Instruction Following and Task Automation  
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Release v2024072803
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