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Hermes 2 Pro Llama 3 8B by NousResearch

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  Autotrain compatible   Axolotl Base model:finetune:nousresear... Base model:nousresearch/meta-l...   Chatml   Conversational   Dataset:teknium/openhermes-2.5   Distillation   Dpo   En   Endpoints compatible   Finetuned   Function calling   Gpt4   Instruct   Json mode   Llama   Llama-3   Region:us   Rlhf   Safetensors   Sharded   Synthetic data   Tensorflow

Hermes 2 Pro Llama 3 8B Benchmarks

ARC: 63.48-34.1%
HellaSwag: 83.22-12.7%
MMLU: 64.8-25.1%
TruthfulQA: 56.56-4.1%
WinoGrande: 76.4-12.7%
GSM8K: 67.93-26.2%
nn.n% — How the model compares to the GPT-4.

Hermes 2 Pro Llama 3 8B Parameters and Internals

LLM NameHermes 2 Pro Llama 3 8B
RepositoryOpen on 🤗 
Base Model(s)  Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2024-07-26
MaintainerNousResearch
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 Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128288
Torch Data Typefloat16
Hermes 2 Pro Llama 3 8B (NousResearch/Hermes-2-Pro-Llama-3-8B)

Quantized Models of the Hermes 2 Pro Llama 3 8B

Model
Likes
Downloads
VRAM
Hermes 2 Pro Llama 3 8B AWQ111745 GB
Hermes 2 Pro Llama 3 8B GGUF25713 GB
Hermes 2 Theta Llama 3 8B 4bit1344 GB
Hermes 2 Theta Llama 3 8B 8bit1158 GB
...Llama3 Entity Mapping Gguf F1606516 GB
...2 Theta Llama 3 8B 2 2bpw EXL20203 GB
...2 Theta Llama 3 8B 4 0bpw EXL20135 GB
...2 Theta Llama 3 8B 6 5bpw EXL2067 GB
... Theta Llama 3 8B EXL2 4.75bpw075 GB
...ro Llama 3 8B AWQ 4bit Smashed0185 GB

Best Alternatives to Hermes 2 Pro Llama 3 8B

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
...a 3 8B Instruct Gradient 1048K0.51024K / 16.1 GB41419658
...struct Gradient 1048K MAC Lora0.31024K / 5.9 GB217830
...SLERP Gradient1048k OpenBioLLM0.31024K / 16.1 GB3390
... Instruct Gradient 1048K Agent0.31024K / 16.1 GB2731
Dolphin 2.9 Llama3 8B 1M0.21024K / 16.1 GB1224
L3 8B LingYang V10.21024K / 16.1 GB230
Llama 3 8B 1M PoSE0.21024K / 16.1 GB476
Llama 3 8B Instruct 1048K0.21024K / 16.1 GB364
... V0.1.0 Llama 3 8B Instruct 1M0.21024K / 16.1 GB320
Meta Llama 3 8B 1M0.21024K / 16.1 GB96
Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Hermes-2-Pro-Llama-3-8B.

Rank the Hermes 2 Pro Llama 3 8B 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 v2024072501
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