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Singularian2501

GPT-4 is coming next week – and it will be multimodal, says Microsoft Germany - heise online

Submitted by Singularian2501 t3_11mztcu on March 9, 2023 at 6:33 PM in singularity

No comments

5

[R] TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs - Yaobo Liang et al Microsoft 2023

Submitted by Singularian2501 t3_126wvkq on March 30, 2023 at 7:32 PM in MachineLearning

8 comments

94

[R] Reflexion: an autonomous agent with dynamic memory and self-reflection - Noah Shinn et al 2023 Northeastern University Boston - Outperforms GPT-4 on HumanEval accuracy (0.67 --> 0.88)!

Submitted by Singularian2501 t3_1215dbl on March 25, 2023 at 1:00 AM in MachineLearning

85 comments

241

[N] ChatGPT plugins

Submitted by Singularian2501 t3_11zsdwv on March 23, 2023 at 6:09 PM in MachineLearning

150 comments

446

[R] Multimodal Chain-of-Thought Reasoning in Language Models - Amazon Web Services Zhuosheng Zhang et al - Outperforms GPT-3.5 by 16% (75%->91%) and surpasses human performance on ScienceQA while having less than 1B params!

Submitted by Singularian2501 t3_10svwch on February 3, 2023 at 9:31 PM in MachineLearning

56 comments

258

Parsel: A (De-)compositional Framework for Algorithmic Reasoning with Language Models - Stanford University Eric Zelikman et al - Beats prior code generation sota by over 75%!

Submitted by Singularian2501 t3_10p3ac7 on January 30, 2023 at 2:06 PM in singularity

8 comments

25

[R] Parsel: A (De-)compositional Framework for Algorithmic Reasoning with Language Models - Stanford University Eric Zelikman et al - Beats prior code generation sota by over 75%!

Submitted by Singularian2501 t3_10p3afl on January 30, 2023 at 2:06 PM in MachineLearning

12 comments

95

[R] LAMBADA: Backward Chaining for Automated Reasoning in Natural Language - Google Research 2022 - Significantly outperforms Chain of Thought and Select Inference in terms of prediction accuracy and proof accuracy.

Submitted by Singularian2501 t3_zyeeks on December 29, 2022 at 7:45 PM in MachineLearning

11 comments

58

[R] Nonparametric Masked Language Modeling - MetaAi 2022 - NPM - 500x fewer parameters than GPT-3 while outperforming it on zero-shot tasks

Submitted by Singularian2501 t3_zr2en7 on December 20, 2022 at 10:54 PM in MachineLearning

38 comments

271

[R] Talking About Large Language Models - Murray Shanahan 2022

Submitted by Singularian2501 t3_zm22ff on December 14, 2022 at 9:00 PM in MachineLearning

64 comments

66

Theories of consciousness - Seth, A.K. and Bayne, T. (2022).

Submitted by Singularian2501 t3_yuez22 on November 13, 2022 at 9:30 PM in singularity

16 comments

37

AGI Content / reasons for short timelines ~ 10 Years or less until AGI

Submitted by Singularian2501 t3_yrw80z on November 11, 2022 at 12:18 AM in singularity

78 comments

95

[R] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models - Massachusetts Institute of Technology and NVIDIA Guangxuan Xiao et al - Enables INT8 for LLM bigger than 100B parameters including OPT-175B, BLOOM-176B and GLM-130B.

Submitted by Singularian2501 t3_z1b2rp on November 21, 2022 at 9:37 PM in MachineLearning

13 comments

55

[R] Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning - Epochai Pablo Villalobos et al - Trend of ever-growing ML models might slow down if data efficiency is not drastically improved!

Submitted by Singularian2501 t3_yx7zft on November 16, 2022 at 10:13 PM in MachineLearning

19 comments

53

[N] Andrej Karpathy: Tesla AI, Self-Driving, Optimus, Aliens, and AGI | Lex Fridman Podcast #333

Submitted by Singularian2501 t3_ygtb5h on October 29, 2022 at 8:04 PM in MachineLearning

18 comments

71

[R] Scaling Instruction-Finetuned Language Models - Flan-PaLM- Google 2022 - 75.2% on five-shot MMLU / Forecasters expected this SOTA would need until 2024! - Public checkpoints!

Submitted by Singularian2501 t3_ya5ofj on October 21, 2022 at 9:44 PM in MachineLearning

10 comments

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[R] UL2: Unifying Language Learning Paradigms - Google Research 2022 - 20B parameters outperforming 175B GTP-3 and tripling the performance of T5-XXl on one-shot summarization. Public checkpoints!

Submitted by Singularian2501 t3_y4tp4b on October 15, 2022 at 5:31 PM in MachineLearning

14 comments

190

[R] Mind's Eye: Grounded Language Model Reasoning through Simulation - Google Research 2022

Submitted by Singularian2501 t3_y3d3lw on October 13, 2022 at 11:07 PM in MachineLearning

28 comments

134

[News] The Stack: 3 TB of permissively licensed source code - Hugging Face and ServiceNow Research Denis Kocetkov et al 2022

Submitted by Singularian2501 t3_yijfkw on October 31, 2022 at 5:58 PM in MachineLearning

12 comments

303

Singularian2501

Registered on December 31, 2020

t2_9l187vq4

Running Postmill