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ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
Paper • 2403.03853 • Published • 63 -
SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot
Paper • 2301.00774 • Published • 3 -
The LLM Surgeon
Paper • 2312.17244 • Published • 9 -
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
Paper • 2401.15024 • Published • 72
Bui Van Hop
hllj
AI & ML interests
Computer Vision, Deep Learning, NLP
Recent Activity
upvoted
an
article
about 1 month ago
From Zero to Reasoning Hero: How DeepSeek-R1 Leverages Reinforcement Learning to Master Complex Reasoning
updated
a dataset
about 1 month ago
hllj/medscape
updated
a dataset
about 1 month ago
hllj/quesmed
Organizations
Collections
16
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Paper • 2403.03507 • Published • 186 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 44 -
ReFT: Representation Finetuning for Language Models
Paper • 2404.03592 • Published • 94
models
27
hllj/paligemma-3b-mix-224-vi-llava-checkpoint-10000
Updated
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2
hllj/paligemma-3b-mix-224-vi-llava
Image-Text-to-Text
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Updated
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19
hllj/mistral-instruct-v0.2-awq-marlin
Text Generation
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Updated
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20
hllj/BloomZ-7B1-Vi-Math
Text Generation
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Updated
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11
hllj/Qwen-7B-Vi-Math
Text Generation
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Updated
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8
hllj/Zephyr-beta-7B-Vi-Math
Text Generation
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Updated
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5
hllj/Llama2-7B-Vi-Math
Text Generation
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Updated
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5
hllj/Mistral-7B-Vi-Math
Text Generation
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Updated
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7
hllj/sft-mistral-v1-clean-valid
Updated
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10
hllj/sft-mistral-v2-clean-valid
Text Generation
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Updated
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5
datasets
7
hllj/medscape
Viewer
•
Updated
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508
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92
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1
hllj/quesmed
Viewer
•
Updated
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4.83k
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66
hllj/synthetic-text-embedding
Viewer
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Updated
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10k
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997
hllj/Vi-VLM
Updated
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3
hllj/vi_grade_school_math_mcq
Viewer
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Updated
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2.73k
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162
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3
hllj/vi_math_problem_crawl
Viewer
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Updated
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10.2k
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180
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1
hllj/vi_gsm8k
Viewer
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Updated
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8.79k
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152
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2