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Yarn Llama 2 70B 32K by NousResearch

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Yarn Llama 2 70B 32K is an open-source language model by NousResearch. Features: 70b LLM, VRAM: 138GB, Context: 8K, License: apache-2.0, LLM Explorer Score: 0.11.

  Arxiv:2309.00071   Autotrain compatible   Custom code Dataset:emozilla/yarn-train-to...   En   Endpoints compatible   Ext 8k   Llama   Pytorch   Region:us   Sharded   Yarn
Model Card on HF 🤗: https://huggingface.co/NousResearch/Yarn-Llama-2-70b-32k 

Yarn Llama 2 70B 32K Benchmarks

LLME Score: 0.10876
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yarn Llama 2 70B 32K (NousResearch/Yarn-Llama-2-70b-32k)
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Yarn Llama 2 70B 32K Parameters and Internals

Model Type 
language model, long context
Additional Notes 
To use the model, pass `trust_remote_code=True` when loading.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
emozilla/yarn-train-tokenized-8k-llama
Methodology:
further pretrained on long context data using the YaRN extension method
Context Length:
32000
Training Time:
400 steps
Hardware Used:
JUWELS supercomputer
LLM NameYarn Llama 2 70B 32K
Repository 🤗https://huggingface.co/NousResearch/Yarn-Llama-2-70b-32k 
Model Size70b
Required VRAM138 GB
Updated2025-11-22
MaintainerNousResearch
Model Typellama
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
Context Length8k
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.35.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Yarn Llama 2 70B 32K

Model
Likes
Downloads
VRAM
Yarn Llama 2 70B 32K GGUF915229 GB
Yarn Llama 2 70B 32K AWQ2736 GB
Yarn Llama 2 70B 32K GPTQ0935 GB

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Yi 70B 200K RPMerge Franken195K / 142.4 GB31
Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Yarn-Llama-2-70b-32k.

Rank the Yarn Llama 2 70B 32K 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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