PLAID: An Efficient Engine for Late Interaction Retrieval von Santhanam, Keshav, Khattab, Omar, Potts, Christopher, Zaharia, Matei

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DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution von Santhanam, Keshav, Krishna, Siddharth, Tomioka, Ryota, Harris, Tim, Zaharia, Matei

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Cheaply Evaluating Inference Efficiency Metrics for Autoregressive Transformer APIs von Narayanan, Deepak, Santhanam, Keshav, Henderson, Peter, Bommasani, Rishi, Lee, Tony, Liang, Percy

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ALTO: An Efficient Network Orchestrator for Compound AI Systems von Santhanam, Keshav, Raghavan, Deepti, Rahman, Muhammad Shahir, Venkatesh, Thejas, Kunjal, Neha, Thaker, Pratiksha, Levis, Philip, Zaharia, Matei

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Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP von Khattab, Omar, Santhanam, Keshav, Li, Xiang Lisa, Hall, David, Liang, Percy, Potts, Christopher, Zaharia, Matei

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Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads von Narayanan, Deepak, Santhanam, Keshav, Kazhamiaka, Fiodar, Phanishayee, Amar, Zaharia, Matei

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UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers von Saad-Falcon, Jon, Khattab, Omar, Santhanam, Keshav, Florian, Radu, Franz, Martin, Roukos, Salim, Sil, Avirup, Sultan, Md Arafat, Potts, Christopher

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DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines von Khattab, Omar, Singhvi, Arnav, Maheshwari, Paridhi, Zhang, Zhiyuan, Santhanam, Keshav, Vardhamanan, Sri, Haq, Saiful, Sharma, Ashutosh, Joshi, Thomas T, Moazam, Hanna, Miller, Heather, Zaharia, Matei, Potts, Christopher

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ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction von Santhanam, Keshav, Khattab, Omar, Saad-Falcon, Jon, Potts, Christopher, Zaharia, Matei

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Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking von Santhanam, Keshav, Saad-Falcon, Jon, Franz, Martin, Khattab, Omar, Sil, Avirup, Florian, Radu, Sultan, Md Arafat, Roukos, Salim, Zaharia, Matei, Potts, Christopher

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PLAID: An Efficient Engine for Late Interaction Retrieval von Santhanam, Keshav, Khattab, Omar, Potts, Christopher, Zaharia, Matei

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DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution von Santhanam, Keshav, Krishna, Siddharth, Tomioka, Ryota, Harris, Tim, Zaharia, Matei

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Cheaply Evaluating Inference Efficiency Metrics for Autoregressive Transformer APIs von Narayanan, Deepak, Santhanam, Keshav, Henderson, Peter, Bommasani, Rishi, Lee, Tony, Liang, Percy

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ALTO: An Efficient Network Orchestrator for Compound AI Systems von Santhanam, Keshav, Raghavan, Deepti, Muhammad Shahir Rahman, Thejas Venkatesh, Kunjal, Neha, Thaker, Pratiksha, Levis, Philip, Zaharia, Matei

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Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP von Khattab, Omar, Santhanam, Keshav, Xiang Lisa Li, Hall, David, Liang, Percy, Potts, Christopher, Zaharia, Matei

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UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers von Saad-Falcon, Jon, Khattab, Omar, Santhanam, Keshav, Radu Florian, Martin, Franz, Roukos, Salim, Sil, Avirup, Md Arafat Sultan, Potts, Christopher

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ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction von Santhanam, Keshav, Khattab, Omar, Saad-Falcon, Jon, Potts, Christopher, Zaharia, Matei

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Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads von Narayanan, Deepak, Santhanam, Keshav, Kazhamiaka, Fiodar, Phanishayee, Amar, Zaharia, Matei

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UDAPDR LoTTE Dev Zeroshot Results von Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md Arafat Sultan, Christopher Potts

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Holistic Evaluation of Language Models von Liang, Percy, Bommasani, Rishi, Lee, Tony, Tsipras, Dimitris, Soylu, Dilara, Yasunaga, Michihiro, Zhang, Yian, Narayanan, Deepak, Wu, Yuhuai, Kumar, Ananya, Newman, Benjamin, Yuan, Binhang, Yan, Bobby, Zhang, Ce, Cosgrove, Christian, Manning, Christopher D, Ré, Christopher, Acosta-Navas, Diana, Hudson, Drew A, Zelikman, Eric, Durmus, Esin, Ladhak, Faisal, Rong, Frieda, Ren, Hongyu, Yao, Huaxiu, Wang, Jue, Santhanam, Keshav, Orr, Laurel, Zheng, Lucia, Yuksekgonul, Mert, Suzgun, Mirac, Kim, Nathan, Guha, Neel, Chatterji, Niladri, Khattab, Omar, Henderson, Peter, Huang, Qian, Chi, Ryan, Xie, Sang Michael, Santurkar, Shibani, Ganguli, Surya, Hashimoto, Tatsunori, Icard, Thomas, Zhang, Tianyi, Chaudhary, Vishrav, Wang, William, Li, Xuechen, Mai, Yifan, Zhang, Yuhui, Koreeda, Yuta

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