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Kellemar DPO Orca Distilled 7B SLERP 8.0bpw H8 EXL2 by LoneStriker

 »  All LLMs  »  LoneStriker  »  Kellemar DPO Orca Distilled 7B SLERP 8.0bpw H8 EXL2   URL Share it on

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  Autotrain compatible Base model:finetune:mlabonne/m... Base model:mlabonne/marcoro14-... Dataset:argilla/distilabel-int...   Endpoints compatible   Exl2   Mistral   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/LoneStriker/kellemar-DPO-Orca-Distilled-7B-SLERP-8.0bpw-h8-exl2 

Kellemar DPO Orca Distilled 7B SLERP 8.0bpw H8 EXL2 Benchmarks

LLME Score: 0.16151
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Kellemar DPO Orca Distilled 7B SLERP 8.0bpw H8 EXL2 (LoneStriker/kellemar-DPO-Orca-Distilled-7B-SLERP-8.0bpw-h8-exl2)

Kellemar DPO Orca Distilled 7B SLERP 8.0bpw H8 EXL2 Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
Basic inference, further fine-tuning
Training Details 
Data Sources:
https://huggingface.co/datasets/argilla/distilabel-intel-orca-dpo-pairs
Methodology:
Finetuned with DPO on Labonne's Google Colab Notebook for Mistral 7B
Context Length:
1024
LLM NameKellemar DPO Orca Distilled 7B SLERP 8.0bpw H8 EXL2
Repository 🤗https://huggingface.co/LoneStriker/kellemar-DPO-Orca-Distilled-7B-SLERP-8.0bpw-h8-exl2 
Base Model(s)  Marcoro14 7B Slerp   mlabonne/Marcoro14-7B-slerp
Model Size7b
Required VRAM7.4 GB
Updated2025-02-05
MaintainerLoneStriker
Model Typemistral
Model Files  7.4 GB
Quantization Typeexl2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/kellemar-DPO-Orca-Distilled-7B-SLERP-8.0bpw-h8-exl2.

Rank the Kellemar DPO Orca Distilled 7B SLERP 8.0bpw H8 EXL2 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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