LocalAIVoiceChat
cuml
LocalAIVoiceChat | cuml | |
---|---|---|
4 | 10 | |
325 | 3,960 | |
- | 2.6% | |
7.0 | 9.3 | |
6 days ago | 1 day ago | |
Python | C++ | |
GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
LocalAIVoiceChat
-
Show HN: Open-source macOS AI copilot (using vision and voice)
Was following these two projects by someuser on Github which makes similar things possible with Local models. Sending screenshot to openai is expensive , if done every few seconds or minutes.
https://github.com/KoljaB/LocalAIVoiceChat
While the below one uses openai - don't see why it can't be replaced with above project and local mode.
https://github.com/KoljaB/Linguflex
-
ChatGPT Voice Announced (By Greg Brockman)
What a coincidence, was just looking something similar for local models and stumbled up on this, his Repo seems full of TTS/STT projects..
https://github.com/KoljaB/LocalAIVoiceChat
- FLaNK Stack Weekly for 13 November 2023
-
Introducing: a local realtime talkbot
Code: If you're curious, want to chip in, or just want to take a look, here's the link to the Github.
cuml
- FLaNK Stack Weekly for 13 November 2023
-
Is it possible to run Sklearn models on a GPU?
sklearn can't, bit take a look at cuML (https://github.com/rapidsai/cuml ). It uses the same API as sklearn but executes on GPU.
-
[P] Looking for state of the art clustering algorithms
As a companion to the other comments, I'd like to mention that the RAPIDS library cuML provides GPU-accelerated versions of quite a few of the algorithms mentioned in this thread (HDBSCAN, UMAP, SVM, PCA, {Exact, Approximate} Nearest Neighbors, DBSCAN, KMeans, etc.).
-
Is there a multi regression model that works on GPU?
CuML
- [D] What's your favorite unpopular/forgotten Machine Learning method?
- Machine Learning with PyTorch and Scikit-Learn – The *New* Python ML Book
-
What are the advantages and disadvantages of using GPU for machine learning/ deep learning/ scientific computation over the conventional CPU software acceleration?
Did they implement the clustering algorithm themselves? cuML is a GPU-accelerated scikit-learn-like package that covers many of the common ML algorithms.
-
Intel Extension for Scikit-Learn
https://github.com/rapidsai/cuml
> cuML is a suite of libraries that implement machine learning algorithms and mathematical primitives functions that share compatible APIs with other RAPIDS projects. cuML enables data scientists, researchers, and software engineers to run traditional tabular ML tasks on GPUs without going into the details of CUDA programming. In most cases, cuML's Python API matches the API from scikit-learn. For large datasets, these GPU-based implementations can complete 10-50x faster than their CPU equivalents. For details on performance, see the cuML Benchmarks Notebook.
-
GPU Based Kernel-PCA
Cython code
-
Python Machine Learning Guy getting started with CUDA. What should I be brushing up on?
Take a look at RAPIDS CUML https://github.com/rapidsai/cuml. It's useful for most common ML algorithms. Feel free to create Github issues for feature requests & bugs.
What are some alternatives?
llamafile - Distribute and run LLMs with a single file.
scikit-learn - scikit-learn: machine learning in Python
vimGPT - Browse the web with GPT-4V and Vimium
scikit-learn-intelex - Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
cucim - cuCIM - RAPIDS GPU-accelerated image processing library
scikit-cuda - Python interface to GPU-powered libraries
wubloader
hummingbird - Hummingbird compiles trained ML models into tensor computation for faster inference.
wave - Realtime Web Apps and Dashboards for Python and R
cudf - cuDF - GPU DataFrame Library
PyMISP - Python library using the MISP Rest API
evojax