torchgeo/CropClimateX
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TorchGeo
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Remote Sensing, Earth Observation
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drnhhl
updated
a
dataset
1 day ago
ZennyKenny
posted
an
update
5 days ago
Post
2057
A few new Russian-language synthetic datasets. The labelling is good, but some of the syntax and grammar is not great.
Great for Russian-language classification models, probably not great for fine-tuning Russian-langauge text generation.
- Virtual Assistant Query / Responses: ZennyKenny/ru_virtual_assistant_chatgpt_distill
- LLM Query / Responses: ZennyKenny/russian_llm_response_chatgpt_distill
Crazy how much language drift is still an issue, especially given that Russian constitutes nearly 5% of the content on the internet.
Great for Russian-language classification models, probably not great for fine-tuning Russian-langauge text generation.
- Virtual Assistant Query / Responses: ZennyKenny/ru_virtual_assistant_chatgpt_distill
- LLM Query / Responses: ZennyKenny/russian_llm_response_chatgpt_distill
Crazy how much language drift is still an issue, especially given that Russian constitutes nearly 5% of the content on the internet.
wangyi111
authored
a
paper
10 days ago
ZennyKenny
posted
an
update
10 days ago
Post
1920
Besides being the coolest named benchmark in the game, HellaSwag is an important measurement of здравый смысль (or common sense) in LLMs.
- More on HellaSwag: https://github.com/rowanz/hellaswag
I spent the afternoon benchmarking YandexGPT Pro 4th Gen, one of the Russian tech giant's premier models.
- Yandex HF Org:
yandex
- More on Yandex models: https://yandex.cloud/ru/docs/foundation-models/concepts/yandexgpt/models
The eval notebook is available on GitHub and the resulting dataset is already on the HF Hub!
- Eval Notebook: https://github.com/kghamilton89/ai-explorer/blob/main/yandex-hellaswag/hellaswag-assess.ipynb
- Eval Dataset: ZennyKenny/yandexgptpro_4th_gen-hellaswag
And of course, everyone wants to see the results so have a look at the results in the context of other zero-shot experiments that I was able to find!
- More on HellaSwag: https://github.com/rowanz/hellaswag
I spent the afternoon benchmarking YandexGPT Pro 4th Gen, one of the Russian tech giant's premier models.
- Yandex HF Org:
yandex
- More on Yandex models: https://yandex.cloud/ru/docs/foundation-models/concepts/yandexgpt/models
The eval notebook is available on GitHub and the resulting dataset is already on the HF Hub!
- Eval Notebook: https://github.com/kghamilton89/ai-explorer/blob/main/yandex-hellaswag/hellaswag-assess.ipynb
- Eval Dataset: ZennyKenny/yandexgptpro_4th_gen-hellaswag
And of course, everyone wants to see the results so have a look at the results in the context of other zero-shot experiments that I was able to find!
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- 2 replies
ZennyKenny
posted
an
update
about 1 month ago
Post
523
It took me a while, but I've finally got it working:
ZennyKenny/note-to-text
Using a Meta LLaMa checkpoint from Unsloth and some help from the HF community, you can capture handwritten notes and convert them into digital format in just a few second.
Really exciting times for AI builders on Hugging Face.
Using a Meta LLaMa checkpoint from Unsloth and some help from the HF community, you can capture handwritten notes and convert them into digital format in just a few second.
Really exciting times for AI builders on Hugging Face.
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-
- 2 replies
ZennyKenny
posted
an
update
about 1 month ago
Post
1891
I've spent most of time working with AI on user-facing apps like Chatbots and TextGen, but today I decided to work on something that I think has a lot of applications for Data Science teams:
ZennyKenny/comment_classification
This Space supports uploading a user CSV and categorizing the fields based on user-defined categories. The applications of AI in production are truly endless. 🚀
This Space supports uploading a user CSV and categorizing the fields based on user-defined categories. The applications of AI in production are truly endless. 🚀
ZennyKenny
posted
an
update
about 2 months ago
Post
2210
Really excited to start contributing to the SWE Arena project: https://swe-arena.com/
Led by IBM PhD fellow @terryyz , our goal is to advance research in code generation and app development by frontier LLMs.
Led by IBM PhD fellow @terryyz , our goal is to advance research in code generation and app development by frontier LLMs.
ZennyKenny
posted
an
update
about 2 months ago
Post
1991
Okay this is pretty crazy. Snowflake has CortexAI and Uber is already teasing QueryGPT, both of which prominently feature plain text to SQL features to query your database.
I decided to see how hard it would be to put together something similar using 🤗 smolagents. Turns out, it was pretty straightforward. I managed to get it done in London Luton airport this afternoon.
ZennyKenny/sqlAgent
I decided to see how hard it would be to put together something similar using 🤗 smolagents. Turns out, it was pretty straightforward. I managed to get it done in London Luton airport this afternoon.
ZennyKenny/sqlAgent
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- 2 replies
ZennyKenny
posted
an
update
about 2 months ago
Post
3443
I've completed the first unit of the just-launched Hugging Face Agents Course. I would highly recommend it, even for experienced builders, because it is a great walkthrough of the smolagents library and toolkit.
ZennyKenny
posted
an
update
2 months ago
Post
445
GradientBoostingClassifier is an algorithm supported by the Python SciKit library, and now you can quickly train an ML model using this powerful technique on any (viable) dataset in the Hugging Face Hub without a line of code.
Love finishing a project right when the late night starts to turn into the early morning: sklearn-docs/GradientBoostingClassifier
Long time listener, first time caller, but always pleased to contribute, even if only adjacently, to the power of SciKit.
Love finishing a project right when the late night starts to turn into the early morning: sklearn-docs/GradientBoostingClassifier
Long time listener, first time caller, but always pleased to contribute, even if only adjacently, to the power of SciKit.
ZennyKenny
posted
an
update
3 months ago
Post
448
Really pleased with the Bring Your Own Model (BYOM) feature in Brave Browser: https://brave.com/blog/byom-nightly/
Takes about 5 minutes to configure your own locally running LLM as an in-browser assistant. Totally local, totally private, totally yours.
Takes about 5 minutes to configure your own locally running LLM as an in-browser assistant. Totally local, totally private, totally yours.
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- 1 reply
ZennyKenny
posted
an
update
3 months ago
Post
425
On-demand audio transcription is an often-requested service without many good options on the market.
Using Hugging Face Spaces with Gradio SDK and the OpenAI Whisper model, I've put together a simple interface that supports the transcription and summarisation of audio files up to five minutes in length, completely open source and running on CPU upgrade. The cool thing is that it's built without a dedicated inference endpoint, completely on public infrastructure.
Check it out: ZennyKenny/AudioTranscribe
I wrote a short article about the backend mechanics for those who are interested: https://huggingface.co/blog/ZennyKenny/on-demand-public-transcription
Using Hugging Face Spaces with Gradio SDK and the OpenAI Whisper model, I've put together a simple interface that supports the transcription and summarisation of audio files up to five minutes in length, completely open source and running on CPU upgrade. The cool thing is that it's built without a dedicated inference endpoint, completely on public infrastructure.
Check it out: ZennyKenny/AudioTranscribe
I wrote a short article about the backend mechanics for those who are interested: https://huggingface.co/blog/ZennyKenny/on-demand-public-transcription
- 1 reply
ZennyKenny
posted
an
update
4 months ago
ZennyKenny
posted
an
update
4 months ago
Post
1224
I've joined the Bluesky community. Interested to see what decentralized social media looks like in action: https://bsky.app/profile/kghamilton.bsky.social
Looking forward to following other AI builders, tech enthusiasts, goth doomscrollers, and ironic meme creators.
Looking forward to following other AI builders, tech enthusiasts, goth doomscrollers, and ironic meme creators.
ZennyKenny
posted
an
update
4 months ago
Post
388
Using AI to teach English as a Foreign Language? EFL teachers often have busy schedules, variable class sizes, and unexpected cancellations. Introducting VocabSova:
ZennyKenny/VocabSova
VocabSova is a simple chatbot interface that helps teachers create topical vocabulary lists, custom worksheets using that vocabulary, and group activities on a defined theme for a specific English-speaking level (according to CEFR international standards).
There is a great use case for AI in nearly every field, and language learning is a particularly apt domain in my opinion. VocabSova is in active development during its Alpha release, all feedback welcome.
VocabSova is a simple chatbot interface that helps teachers create topical vocabulary lists, custom worksheets using that vocabulary, and group activities on a defined theme for a specific English-speaking level (according to CEFR international standards).
There is a great use case for AI in nearly every field, and language learning is a particularly apt domain in my opinion. VocabSova is in active development during its Alpha release, all feedback welcome.
piperw
authored
a
paper
6 months ago
wangyi111
authored
4
papers
7 months ago
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery
Paper
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2306.09424
•
Published
Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation
Paper
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2403.15356
•
Published
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning
Paper
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2309.05300
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Published
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining
Paper
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2405.20462
•
Published