PEFT Method Comparison
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1
Explore model trade‑offs with Pareto frontier plots
Benjamin Bossan
BenjaminB
AI & ML interests
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Recent Activity
updated a Space about 15 hours ago
peft-internal-testing/PEFT-method-comparison-embed updated a Space about 15 hours ago
peft-internal-testing/PEFT-method-comparison new activity about 16 hours ago
peft-internal-testing/benchmark-graveyard:Add superseded/exploratory FourierFT resultsOrganizations
updated 2
Spaces about 15 hours ago
Add superseded/exploratory FourierFT results
1
#17 opened 1 day ago
by 
Sergasgr
Add superseded/exploratory LoHa results
1
#18 opened 1 day ago
by Sergasgr
Add superseded/exploratory MetaMathQA VeLoRA results
1
#16 opened 4 days ago
by Sergasgr
updated 2
models 10 days ago
published a
model 10 days ago
Add superseded/exploratory Super-Tuning results
1
#15 opened 12 days ago
by Sergasgr
updated a
Space 12 days ago
Add superseded/exploratory TinyLoRA results
1
#14 opened 12 days ago
by Sergasgr
upvoted an article 13 days ago
Article
Anatomy of a bug-fixing agent
huggingface
• • 7 upvoted an article 14 days ago
Article
What If the Adaptation Were a Model? ShadowPEFT in 🤗 PEFT library
shadow-llm
• • 25 Add superseded/exploratory MonteCLoRA results
1
#13 opened 19 days ago
by Sergasgr
Add superseded/exploratory BD-LoRA results
1
#12 opened 19 days ago
by Sergasgr
upvoted an article 20 days ago
Article
Transformers now runs llama.cpp quants
- +1
marcsun13, ArthurZ, lysandre
• • 111 Add superseded/exploratory VeLoRA results
1
#11 opened 24 days ago
by Sergasgr
Add exploratory AdaMSS use_asa=True results (final_warmup=600 and final_warmup=1000)
1
#9 opened about 1 month ago
by Sergasgr
Add superseded/exploratory UniLoRA results
1
#10 opened 28 days ago
by Sergasgr
Add superseded/exploratory BEFT and HiRA results
3
#7 opened about 1 month ago
by Sergasgr