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Llama3 8B DPO by CultriX

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Base model:finetune:nousresear... Base model:nousresearch/hermes... Dataset:cultrix/llama70b-dpo-d...   Dpo   En   Endpoints compatible   General   Llama3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/CultriX/Llama3-8B-DPO 

Llama3 8B DPO Benchmarks

LLME Score: 0.21973
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B DPO (CultriX/Llama3-8B-DPO)

Llama3 8B DPO Parameters and Internals

Model Type 
text-generation
Supported Languages 
en (fluent)
Training Details 
Data Sources:
CultriX/llama70B-dpo-dataset
Methodology:
The model is fine-tuned using LoRA (Low-Rank Adaptation) and DPO (Dialogue Pre-Trained Optimization) configuration.
Context Length:
4096
Training Time:
4 epochs
Model Architecture:
Hermes-3-Llama-3.1-8B with LoRA adjustments
LLM NameLlama3 8B DPO
Repository 🤗https://huggingface.co/CultriX/Llama3-8B-DPO 
Base Model(s)  NousResearch/Hermes-3-Llama-3.1-8B   NousResearch/Hermes-3-Llama-3.1-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerCultriX
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
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.46.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|im_end|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than CultriX/Llama3-8B-DPO.

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Release v20241227
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