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HI, I’M ALESSIO (AKA :DEXTER), WELCOME! 👋👋🏽

data / ml-ai / sw eng - science - hacks: my playground!




USING DIFFERENT VERSIONS OF CUDA IN UBUNTU

Recently I’ve been experimenting again with quite a few computer vision models
(including Vision Mamba). The fact that researchers share their code make
experimenting with models a much more pleasant experience! Sometimes, though,
the released code is very sensitive to CUDA versions. Luckily, switching between
CUDA versions on Ubuntu has now become a relatively easy task using
update-alternatives. Install the first CUDA version (e.g. CUDA 11.8) This can be
achieved by following the documentation by NVIDIA, found in the CUDA Toolkit
Download page....

March 26, 2024 · 2 min · Me


PRETRAINED VISION MAMBA: A MINIMAL EXAMPLE

At the beginning of 2024, an article came out that made the whole computer
vision community excited: “Vision Mamba: Efficient Visual Representation
Learning with Bidirectional State Space Model”. It’s a very interesting approach
that promises to mitigate the cost of self-attention in transformers using a
state space model (SSM) based vision backbone. The authors of Vision Mamba (Vim)
shared both the source code and some of the pre-trained model weights. It took
me a bit to figure out how to put all the things together, so I thought to share
this to help the community....

March 20, 2024 · 3 min · Me


COMMON VOICE COMMUNITY CALL: OFFLINE VOICE TRANSCRIPTION, COQUI STT AND
WEBASSEMBLY

On the 7th of July 2022 I had the privilege to present my work (about
transcribing voice messages in Signal Desktop) at the Common Voice Community
Call. We talked about how to modify Signal Desktop in order to have it
transcribe voice messages fully offline, without sending the message to any
third party. There’s a nice bonus at the end: a live demo on the Coqui STT
WebAssembly bindings, transcribing an audio file completely offline, in the
browser!...

September 1, 2022 · 1 min · Me


COQUISTT + SIGNAL = LOVE (DEATH TO VOICE MESSAGES)

Let’s face it: if you’re reading this, chances are that you are receiving the
dreaded voice messages more often than you would want. I like the romantic
feeling behind voice messages on Instant Messaging platforms: you can feel the
nuances of the sender’s voice, quickly deciphering their mood. However, as you
start receiving voice messages more often, that romantic feeling will collapse
under the weight of a stack of these:...

May 29, 2022 · 6 min · Me


EXTENDING GLEAN: BUILD RE-USABLE TYPES FOR NEW USE-CASES

(“This Week in Glean” is a series of blog posts that the Glean Team at Mozilla
is using to try to communicate better about our work. They could be release
notes, documentation, hopes, dreams, or whatever: so long as it is inspired by
Glean. You can find anindex of all TWiG posts online.) The last blog post:This
Week in Glean: Cargo features – an investigation by Jan-Erik. The philosophy of
Glean has always been to offer higher-level metric types that map semantically
to what developers want to measure: a Timespan metric type, for instance, will
require developers to declare the resolution they want the time measured in....

February 14, 2020 · 5 min · Alessio Placitelli
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