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Rezephyr DPO by BarraHome

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  Merged Model   4bit   Autotrain compatible Base model:barrahome/rezephyr ... Base model:finetune:barrahome/...   Conversational Dataset:jondurbin/truthy-dpo-v...   En   Endpoints compatible   Mistral   Model-index   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth

Rezephyr DPO Benchmarks

ARC: 57.59 vs 96.7 (so35)-40.4%
HellaSwag: 81.75 vs 95.3 (gpt4)-14.2%
MMLU: 60.55 vs 88.3 (so35)-31.4%
TruthfulQA: 44.32 vs 59 (gpt4)-24.9%
WinoGrande: 77.03 vs 87.5 (gpt4)-12%
GSM8K: 32.45 vs 96.4 (so35)-66.3%
LLME Score: 0.21272
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Rezephyr DPO Parameters and Internals

LLM NameRezephyr DPO
Repository 🤗https://huggingface.co/BarraHome/rezephyr-dpo 
Base Model(s)  Rezephyr Merged 4bit   BarraHome/rezephyr_merged_4bit
Merged ModelYes
Model Size7.2b
Required VRAM14.4 GB
Updated2024-09-07
MaintainerBarraHome
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16
Rezephyr DPO (BarraHome/rezephyr-dpo)

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Mistral7B PairRM SPPO Iter232K / 14.4 GB49561
Mistral7B PairRM SPPO Iter332K / 14.4 GB49495
Note: green Score (e.g. "73.2") means that the model is better than BarraHome/rezephyr-dpo.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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