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Llama-3.1-8B-TLDR-NBPO-600updates
promotion/Llama-3.1-8B-TLDR-NBPO-600updates
Llama-3.1-8B-TLDR-NBPO-600updates is a text generation model from promotion. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.1.
Budget ablation on TL;DR: the held-out fit improves (nMSE 0.8960 vs 0.9022) while the worst-objective win rate falls (0.503 vs 0.528), which is why the realization criterion is not used to select the budget.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3.1
- Model type
- llama
- Access
- Public
- Created
- Sep 7, 2026
- Updated
- Sep 7, 2026
- SHA
- 095c9509
Try a prompt
Base models
Model card
From the Hugging Face model README
NBPO on TL;DR, 600 updates
Budget ablation on TL;DR: the held-out fit improves (nMSE 0.8960 vs 0.9022) while the worst-objective win rate falls (0.503 vs 0.528), which is why the realization criterion is not used to select the budget.
- Panel: TL;DR
- Objectives: coverage, faithfulness, conciseness, helpfulness
- Backbone / reference policy:
meta-llama/Llama-3.1-8B-Instruct - Training budget: 300 optimiser updates, global batch 16
- Reported in: Nash Bargaining Preference Optimization (NBPO), Appendix: optimiser-budget sensitivity
Evaluation protocol: independent objective-wise win rate against the common reference,
judged by Llama-3.3-70B-Instruct on prompt-disjoint held-out prompts, both presentation orders.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3.1
- Created
- Sep 7, 2026
- Updated
- Sep 7, 2026