Many thanks to the reviewers and organizers.
Kudos to @yuanyinnn.bsky.social & team!
Finetuning large models is cheaper thanks to LoRA, but is its random init optimal?🤔
Meet IPA: a feature-aware alternative to random projections
#NeurIPS2025 WS #CCFM Oral+Best Paper
Work w/
S. Venkataramanan @tuanhungvu.bsky.social @abursuc.bsky.social M. Cord
🧵
Many thanks to the reviewers and organizers.
Kudos to @yuanyinnn.bsky.social & team!
Finetuning large models is cheaper thanks to LoRA, but is its random init optimal?🤔
Meet IPA: a feature-aware alternative to random projections
#NeurIPS2025 WS #CCFM Oral+Best Paper
Work w/
S. Venkataramanan @tuanhungvu.bsky.social @abursuc.bsky.social M. Cord
🧵
Finetuning large models is cheaper thanks to LoRA, but is its random init optimal?🤔
Meet IPA: a feature-aware alternative to random projections
#NeurIPS2025 WS #CCFM Oral+Best Paper
Work w/
S. Venkataramanan @tuanhungvu.bsky.social @abursuc.bsky.social M. Cord
🧵
We found an asymmetry in LoRA: during training, A changes little & B eats most task-specific adaptation.
So we pre-train A to preserve information before adaptation w/ excellent parameter efficiency #NeurIPS2025 #CCFM 👇
Finetuning large models is cheaper thanks to LoRA, but is its random init optimal?🤔
Meet IPA: a feature-aware alternative to random projections
#NeurIPS2025 WS #CCFM Oral+Best Paper
Work w/
S. Venkataramanan @tuanhungvu.bsky.social @abursuc.bsky.social M. Cord
🧵
We found an asymmetry in LoRA: during training, A changes little & B eats most task-specific adaptation.
So we pre-train A to preserve information before adaptation w/ excellent parameter efficiency #NeurIPS2025 #CCFM 👇
Direction Riquewihr (68) avec ce CCFM sur châssis Hotchkiss PL70 de 1969 carrossé par Guinard.
2 000 l. d'eau
Pompe Guinard MPP 50-60 de 500 l/min à 10 b.
Treuil avant.
A voir au "Musée du sapeur-pompier d'Alsace" à Vieux-Férette (68).
Photos : Stephan Kutsch
Direction Riquewihr (68) avec ce CCFM sur châssis Hotchkiss PL70 de 1969 carrossé par Guinard.
2 000 l. d'eau
Pompe Guinard MPP 50-60 de 500 l/min à 10 b.
Treuil avant.
A voir au "Musée du sapeur-pompier d'Alsace" à Vieux-Férette (68).
Photos : Stephan Kutsch
Direction l'océan Pacifique et ce petit morceau de Chili qu'est Rapa Nui (île de Pâques) ou veillent, en plus des impressionnants Moai 🗿, quelques bestioles dont un CCFM carrossé par @MCamiva en 1991.
Belle semaine à tous 😉
Direction l'océan Pacifique et ce petit morceau de Chili qu'est Rapa Nui (île de Pâques) ou veillent, en plus des impressionnants Moai 🗿, quelques bestioles dont un CCFM carrossé par @MCamiva en 1991.
Belle semaine à tous 😉
Tolkien’s writing, not mine — though my writing is rarely legible. Join The Man of the West as Tolkien, developing his ambidexterity, answers a reader's questions about runes and the gift of death.
youtu.be/ccfM-RG4DhU
Tolkien’s writing, not mine — though my writing is rarely legible. Join The Man of the West as Tolkien, developing his ambidexterity, answers a reader's questions about runes and the gift of death.
youtu.be/ccfM-RG4DhU
www.youtube.com/watch?v=CcFM...
www.youtube.com/watch?v=CcFM...
www.la-liberte.ca/2025/03/17/u...
www.la-liberte.ca/2025/03/17/u...
If that doesn't count uhm, let's see...
celeste ccfm
...oh dear lord
How are y'all faring in this deal?
If that doesn't count uhm, let's see...
celeste ccfm
...oh dear lord
Cucumbers from garden -> Cucumber lime sorbet with orange mint from the garden
New Ninja Creami containers 3/4 utilized.
Cucumbers from garden -> Cucumber lime sorbet with orange mint from the garden
New Ninja Creami containers 3/4 utilized.
gofund.me/1184eb3f
gofund.me/1184eb3f
Here's PROMO #2 for my old band (from 25 years ago) THE VELVET PILL's REUNION SHOW!
Feb 15, 2025 at the CCFM for FESTIVAL DU VOYAGEUR!
www.youtube.com/watch?v=vDbm...
Here's PROMO #2 for my old band (from 25 years ago) THE VELVET PILL's REUNION SHOW!
Feb 15, 2025 at the CCFM for FESTIVAL DU VOYAGEUR!
www.youtube.com/watch?v=vDbm...