Benjamin Bossan

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New activity in peft-internal-testing/benchmark-graveyard 8 days ago

Add superseded/exploratory TinyLoRA results for image-gen (2)

1

#21 opened 8 days ago by

Sergasgr

New activity in peft-internal-testing/benchmark-graveyard 9 days ago

Add superseded/exploratory MonteCLoRA results for image-gen (2)

1

#20 opened 9 days ago by

Sergasgr

Add superseded/exploratory LoHa results for MetaMathQA

1

#19 opened 10 days ago by

Sergasgr

New activity in peft-internal-testing/benchmark-graveyard 16 days ago

Add superseded/exploratory FourierFT results

1

#17 opened 16 days ago by

Sergasgr

Add superseded/exploratory LoHa results

1

#18 opened 16 days ago by

Sergasgr

New activity in peft-internal-testing/benchmark-graveyard 19 days ago

Add superseded/exploratory MetaMathQA VeLoRA results

1

#16 opened 19 days ago by

Sergasgr

New activity in peft-internal-testing/benchmark-graveyard 27 days ago

Add superseded/exploratory Super-Tuning results

1

#15 opened 27 days ago by

Sergasgr

Add superseded/exploratory TinyLoRA results

1

#14 opened 28 days ago by

Sergasgr

New activity in peft-internal-testing/benchmark-graveyard about 1 month ago

Add superseded/exploratory MonteCLoRA results

1

#13 opened about 1 month ago by

Sergasgr

Add superseded/exploratory BD-LoRA results

1

#12 opened about 1 month ago by

Sergasgr

Add superseded/exploratory VeLoRA results

1

#11 opened about 1 month ago by

Sergasgr

Add exploratory AdaMSS use_asa=True results (final_warmup=600 and final_warmup=1000)

1

#9 opened about 2 months ago by

Sergasgr

Add superseded/exploratory UniLoRA results

1

#10 opened about 1 month ago by

Sergasgr

New activity in peft-internal-testing/benchmark-graveyard about 2 months ago

Add superseded/exploratory BEFT and HiRA results

3

#7 opened about 2 months ago by

Sergasgr

commented 6 papers 3 months ago

LoRA-FA: Memory-efficient Low-rank Adaptation for Large Language Models Fine-tuning

Paper • 2308.03303 • Published Aug 7, 2023 • 4 •

2

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 8 •

3

VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections

Paper • 2405.17991 • Published May 28, 2024 • 14 •

5

Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation

Paper • 2411.04358 • Published Aug 3, 2025 •

1

Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving

Paper • 2510.23346 • Published Jan 6 •

1

LoRA-GA: Low-Rank Adaptation with Gradient Approximation

Paper • 2407.05000 • Published Jul 6, 2024 •

1