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Selfbiorag 7B Wo Kqa Golden Iter DPO Step4 Filtered by Minbyul

 »  All LLMs  »  Minbyul  »  Selfbiorag 7B Wo Kqa Golden Iter DPO Step4 Filtered   URL Share it on

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  Alignment-handbook   Autotrain compatible Base model:finetune:minbyul/se... Base model:minbyul/selfbiorag-... Dataset:huggingfaceh4/ultrafee...   Dpo   Endpoints compatible   Generated from trainer   Llama   Region:us   Safetensors   Sharded   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/Minbyul/selfbiorag-7b-wo-kqa_golden-iter-dpo-step4-filtered 

Selfbiorag 7B Wo Kqa Golden Iter DPO Step4 Filtered Benchmarks

LLME Score: 0.18627
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Selfbiorag 7B Wo Kqa Golden Iter DPO Step4 Filtered (Minbyul/selfbiorag-7b-wo-kqa_golden-iter-dpo-step4-filtered)

Selfbiorag 7B Wo Kqa Golden Iter DPO Step4 Filtered Parameters and Internals

Additional Notes 
Training procedure and hyperparameters include learning_rate: 5e-07, train_batch_size: 8, eval_batch_size: 8, seed: 42, distributed_type: multi-GPU, num_devices: 4, gradient_accumulation_steps: 2, total_train_batch_size: 64, total_eval_batch_size: 32, optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08, lr_scheduler_type: cosine, lr_scheduler_warmup_ratio: 0.1, num_epochs: 1.
Training Details 
Data Sources:
HuggingFaceH4/ultrafeedback_binarized
LLM NameSelfbiorag 7B Wo Kqa Golden Iter DPO Step4 Filtered
Repository 🤗https://huggingface.co/Minbyul/selfbiorag-7b-wo-kqa_golden-iter-dpo-step4-filtered 
Base Model(s)  ...Golden Iter DPO Step3 Filtered   Minbyul/selfbiorag-7b-wo-kqa_golden-iter-dpo-step3-filtered
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
MaintainerMinbyul
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3   0.0 GB
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size32016
Torch Data Typebfloat16

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Release v20241227
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