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Scaling laws + exam review
1:13:42
Scaling laws + exam review

141 views

Streamed 11h ago

Transformer configurations & tokenization
1:12:01
Transformer configurations & tokenization

471 views

Streamed 9d ago

Pretraining vs post-training
1:10:56
Pretraining vs post-training

679 views

Streamed 2w ago

Mixture of experts language models
1:12:25
Mixture of experts language models

435 views

Streamed 2w ago

Transformer language models
1:10:56
Transformer language models

440 views

Streamed 3w ago

Attention mechanisms
1:12:56
Attention mechanisms

430 views

Streamed 3w ago

Training neural language models
1:10:36
Training neural language models

624 views

Streamed 4w ago

Composition and decoding in neural language models
1:11:01
Composition and decoding in neural language models

531 views

Streamed 1mo ago

Neural language models
1:12:40
Neural language models

604 views

Streamed 1mo ago

Basics of language models
1:09:56
Basics of language models

761 views

Streamed 1mo ago

Course introduction + history of NLP
1:08:26
Course introduction + history of NLP

719 views

Streamed 1mo ago

UMD F25 NLP #23: Exam review
1:14:10
UMD F25 NLP #23: Exam review

1,400 views

Streamed 10mo ago

UMD F25 NLP #22: Memorization & factuality
1:10:05
UMD F25 NLP #22: Memorization & factuality

433 views

Streamed 10mo ago

UMD F25 NLP #21: LLM security
1:10:36
UMD F25 NLP #21: LLM security

371 views

Streamed 10mo ago

UMD F25 NLP #20: LLM agents
1:12:36
UMD F25 NLP #20: LLM agents

502 views

Streamed 10mo ago

UMD F25 NLP #19: RAG + tool use
1:08:56
UMD F25 NLP #19: RAG + tool use

513 views

Streamed 10mo ago

UMD F25 NLP #18: Benchmarking LLMs
1:12:06
UMD F25 NLP #18: Benchmarking LLMs

428 views

Streamed 10mo ago

UMD F25 NLP #17: Test-time scaling
1:10:25
UMD F25 NLP #17: Test-time scaling

503 views

Streamed 11mo ago

UMD F25 NLP #16: GRPO and reasoning models
1:11:31
UMD F25 NLP #16: GRPO and reasoning models

573 views

Streamed 11mo ago

UMD F25 NLP #16: PPO
1:10:01
UMD F25 NLP #16: PPO

664 views

Streamed 11mo ago

UMD F25 NLP #15: RL for LLMs
1:11:35
UMD F25 NLP #15: RL for LLMs

707 views

Streamed 11mo ago

UMD F25 NLP #14: Reward models
1:13:01
UMD F25 NLP #14: Reward models

818 views

Streamed 11mo ago

UMD F25 NLP #13: Exam recap / limitations of SFT
1:10:05
UMD F25 NLP #13: Exam recap / limitations of SFT

569 views

Streamed 11mo ago

UMD F25 NLP #12: Instruction tuning and PEFT
1:15:16
UMD F25 NLP #12: Instruction tuning and PEFT

702 views

Streamed 11mo ago

UMD F25 NLP #11: Scaling laws for LLMs
1:12:36
UMD F25 NLP #11: Scaling laws for LLMs

549 views

Streamed 11mo ago

UMD F25 NLP #10: Position encodings for Transformer LMs
1:15:55
UMD F25 NLP #10: Position encodings for Transformer LMs

709 views

Streamed 1y ago

UMD F25 NLP #9: Tokenization for LLMs
1:13:35
UMD F25 NLP #9: Tokenization for LLMs

551 views

Streamed 1y ago

UMD F25 NLP #8: How to use Transformers
1:10:56
UMD F25 NLP #8: How to use Transformers

677 views

Streamed 1y ago

UMD F25 NLP #7: Transformer language models
1:14:50
UMD F25 NLP #7: Transformer language models

680 views

Streamed 1y ago

UMD F25 NLP #6: Attention mechanisms
1:10:35
UMD F25 NLP #6: Attention mechanisms

760 views

Streamed 1y ago

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