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Nous Hermes Llama2 70B by NousResearch

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  Autotrain compatible   Distillation   En   Endpoints compatible   Llama   Llama2   Lora   Pytorch   Region:us   Self-instruct   Sharded   Synthetic instruction
Model Card on HF 🤗: https://huggingface.co/NousResearch/Nous-Hermes-Llama2-70b 

Nous Hermes Llama2 70B Benchmarks

LLME Score: 0.1494
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nous Hermes Llama2 70B (NousResearch/Nous-Hermes-Llama2-70b)

Nous Hermes Llama2 70B Parameters and Internals

Model Type 
language model
Additional Notes 
The model is known for its long responses and low hallucination rates. GPU training involved an 8x H100 80GB machine.
Training Details 
Data Sources:
GPTeacher, Nous Instruct Dataset, GPT4-LLM, Unnatural Instructions, Airoboros dataset, Camel-AI's domain expert datasets, CodeAlpaca dataset
Methodology:
Fine-tuned on synthetic GPT-4 outputs on an 8x H100 80GB machine
Context Length:
4096
Input Output 
Input Format:
### Instruction: ### Input: ### Response:
LLM NameNous Hermes Llama2 70B
Repository 🤗https://huggingface.co/NousResearch/Nous-Hermes-Llama2-70b 
Model Size70b
Required VRAM138 GB
Updated2025-02-22
MaintainerNousResearch
Model Files  1.7 GB   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 ArchitectureAutoModelForCausalLM
Licensemit
Is Biasednone
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|q_proj|up_proj|k_proj|gate_proj|down_proj|v_proj
LoRA Alpha64
LoRA Dropout0.1
R Param32

Quantized Models of the Nous Hermes Llama2 70B

Model
Likes
Downloads
VRAM
Nous Hermes Llama2 70B GGUF26141029 GB
Nous Hermes Llama2 70B AWQ24636 GB
Nous Hermes Llama2 70B GPTQ74835 GB
Nous Hermes Llama2 70B GGML122329 GB

Best Alternatives to Nous Hermes Llama2 70B

Best Alternatives
Context / RAM
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Llama 3.1 Tango 70B0K / 3 GB347
LLama3 70B SWE LLM0K / 16.1 GB71
Limarpv3 Llama2 70B Qlora0K / 1.7 GB19152
Llama 2 70B Chat Longlora 32K0K / 0.1 GB129
Llama 2 70B Longlora 32K0K / 0.1 GB2718
... 70M Instruct Orca Chkpt 640000K / 0.2 GB1631
NorskGPT Llama 3 70B Adapter0K / 0.2 GB946
Llama 3 70B Tagengo0K / 141.9 GB81
...3 70B Instruct Uncensored Lora0K / 0.8 GB63
Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Nous-Hermes-Llama2-70b.

Rank the Nous Hermes Llama2 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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Release v20241227
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