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Llama 3 Giraffe 70B by abacusai

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  Merged Model   Arxiv:2309.10400   Autotrain compatible   En   Endpoints compatible   Llama   Llama-3   Meta   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/abacusai/Llama-3-Giraffe-70B 

Llama 3 Giraffe 70B Benchmarks

ARC: 68.69 vs 96.7 (so35)-29%
HellaSwag: 87.41 vs 95.3 (gpt4)-8.3%
MMLU: 77.25 vs 88.3 (so35)-12.5%
TruthfulQA: 44.77 vs 59 (gpt4)-24.1%
WinoGrande: 84.45 vs 87.5 (gpt4)-3.5%
GSM8K: 71.49 vs 96.4 (so35)-25.8%
LLME Score: 0.19216
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Giraffe 70B (abacusai/Llama-3-Giraffe-70B)

Llama 3 Giraffe 70B Parameters and Internals

Model Type 
text-generation
Additional Notes 
This is an initial release and we are hoping to improve further as we continue training. The model is evaluated using EasyContext implementation of Needle-in-a-Haystack.
Supported Languages 
en (high)
Training Details 
Data Sources:
RedPajama
Data Volume:
~1B tokens
Methodology:
PoSE and dynamic-NTK interpolation
Context Length:
128000
Hardware Used:
8xH100 GPUs with Deepspeed Zero Stage 3
LLM NameLlama 3 Giraffe 70B
Repository 🤗https://huggingface.co/abacusai/Llama-3-Giraffe-70B 
Merged ModelYes
Model Size70b
Required VRAM141.9 GB
Updated2025-03-15
Maintainerabacusai
Model Typellama
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than abacusai/Llama-3-Giraffe-70B.

Rank the Llama 3 Giraffe 70B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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