Summary of Model Equality Testing: Which Model Is This Api Serving?, by Irena Gao et al.
Model Equality Testing: Which Model Is This API Serving?by Irena Gao, Percy Liang, Carlos GuestrinFirst…
Summary of Two Are Better Than One: Context Window Extension with Multi-grained Self-injection, by Wei Han et al.
Two are better than one: Context window extension with multi-grained self-injectionby Wei Han, Pan Zhou,…
Summary of Tesseraq: Ultra Low-bit Llm Post-training Quantization with Block Reconstruction, by Yuhang Li et al.
TesseraQ: Ultra Low-Bit LLM Post-Training Quantization with Block Reconstructionby Yuhang Li, Priyadarshini PandaFirst submitted to…
Summary of Knowledge Distillation Using Frontier Open-source Llms: Generalizability and the Role Of Synthetic Data, by Anup Shirgaonkar et al.
Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Databy Anup Shirgaonkar,…
Summary of Prompting and Fine-tuning Of Small Llms For Length-controllable Telephone Call Summarization, by David Thulke and Yingbo Gao and Rricha Jalota and Christian Dugast and Hermann Ney
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarizationby David Thulke, Yingbo Gao,…
Summary of Beware Of Calibration Data For Pruning Large Language Models, by Yixin Ji et al.
Beware of Calibration Data for Pruning Large Language Modelsby Yixin Ji, Yang Xiang, Juntao Li,…
Summary of Representation Shattering in Transformers: a Synthetic Study with Knowledge Editing, by Kento Nishi et al.
Representation Shattering in Transformers: A Synthetic Study with Knowledge Editingby Kento Nishi, Maya Okawa, Rahul…
Summary of Fastattention: Extend Flashattention2 to Npus and Low-resource Gpus, by Haoran Lin et al.
FastAttention: Extend FlashAttention2 to NPUs and Low-resource GPUsby Haoran Lin, Xianzhi Yu, Kang Zhao, Lu…
Summary of Large Language Models in Computer Science Education: a Systematic Literature Review, by Nishat Raihan et al.
Large Language Models in Computer Science Education: A Systematic Literature Reviewby Nishat Raihan, Mohammed Latif…
Summary of Natural Galore: Accelerating Galore For Memory-efficient Llm Training and Fine-tuning, by Arijit Das
Natural GaLore: Accelerating GaLore for memory-efficient LLM Training and Fine-tuningby Arijit DasFirst submitted to arxiv…