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theo-michelย
updated
a
Space
1 day ago
Post
2671
Started
aistatuscodes
as a new project to create codes to understand AI performance better.
Going to be posting daily here and on instagram until we get to 100m downloads :)
https://www.instagram.com/MikeDoesDo/
Follow along the journey!
aistatuscodes
as a new project to create codes to understand AI performance better.Going to be posting daily here and on instagram until we get to 100m downloads :)
https://www.instagram.com/MikeDoesDo/
Follow along the journey!
Post
574
๐๐ปโโ๏ธ hey there folks ,
So every bio/med/chem meeting i go to i always the same questions "why are you sharing a gdrive link with me for this?" and "Do you have any plans to publish your model weights and datasets on huggingface?" and finally i got a good answer today which explains everything :
basically there is some kind of government censorship on this (usa, but i'm sure others too) and they are told they are not allowed as it is considered a "dataleak" which is illegal !!!!
this is terrible ! but the good news is that we can do something about it !
so there is this "call for opinions and comments" here from the NIH (usa) , and here we can make our opinion on this topic known : https://osp.od.nih.gov/comment-form-responsibly-developing-and-sharing-generative-artificial-intelligence-tools-using-nih-controlled-access-data/
kindly consider dropping your opinion and thoughts about this censorship of science , and share this post , link or thoughts widely .
Together maybe we can start to share data and model weights appropriately and openly in a good way ๐๐ป๐
cc. @cyrilzakka
So every bio/med/chem meeting i go to i always the same questions "why are you sharing a gdrive link with me for this?" and "Do you have any plans to publish your model weights and datasets on huggingface?" and finally i got a good answer today which explains everything :
basically there is some kind of government censorship on this (usa, but i'm sure others too) and they are told they are not allowed as it is considered a "dataleak" which is illegal !!!!
this is terrible ! but the good news is that we can do something about it !
so there is this "call for opinions and comments" here from the NIH (usa) , and here we can make our opinion on this topic known : https://osp.od.nih.gov/comment-form-responsibly-developing-and-sharing-generative-artificial-intelligence-tools-using-nih-controlled-access-data/
kindly consider dropping your opinion and thoughts about this censorship of science , and share this post , link or thoughts widely .
Together maybe we can start to share data and model weights appropriately and openly in a good way ๐๐ป๐
cc. @cyrilzakka
fracapuanoย
authored
a
paper
26 days ago
Post
2504
๐๐ปโโ๏ธ Hey there folks ,
Yesterday the world's first "Learn to Vibe Code" application was released .
As vibe coding is the mainstream paradigm , so now the first educational app is there to support it .
You can try it out already :
https://vibe.takara.ai
and of course it's entirely open source, so i already made my issue and feature branch :-) ๐
Yesterday the world's first "Learn to Vibe Code" application was released .
As vibe coding is the mainstream paradigm , so now the first educational app is there to support it .
You can try it out already :
https://vibe.takara.ai
and of course it's entirely open source, so i already made my issue and feature branch :-) ๐
Post
3233
Meet our new agentic model : ๐๐ฒ๐๐๐๐ฟ๐ฎ๐น
Devstral is an open-source LLM built software engineering tasks built under a collaboration between Mistral AI and All Hands AI ๐.
๐๐ฒ๐ ๐ณ๐ฒ๐ฎ๐๐๐ฟ๐ฒ๐ :
โข ๐ค ๐๐ด๐ฒ๐ป๐๐ : perfect for Agentic coding
โข ๐ ๐น๐ถ๐ด๐ต๐๐๐ฒ๐ถ๐ด๐ต๐: Devstral is a ๐ฎ๐ฐ๐ parameter based on Mistral small.
โข ยฉ๏ธ ๐๐ฝ๐ฎ๐ฐ๐ต๐ฒ ๐ฎ.๐ฌ, meaning fully open-source !
โข ๐ A ๐ญ๐ฎ๐ด๐ธ context window.
๐Blog : https://mistral.ai/news/devstral
โกAPI : The model is also available on our API under the name ๐ฑ๐ฒ๐๐๐๐ฟ๐ฎ๐น-๐๐บ๐ฎ๐น๐น-๐ฎ๐ฑ๐ฌ๐ฑ
๐ค repo : mistralai/Devstral-Small-2505
Can't wait to see what you will build with it !
Devstral is an open-source LLM built software engineering tasks built under a collaboration between Mistral AI and All Hands AI ๐.
๐๐ฒ๐ ๐ณ๐ฒ๐ฎ๐๐๐ฟ๐ฒ๐ :
โข ๐ค ๐๐ด๐ฒ๐ป๐๐ : perfect for Agentic coding
โข ๐ ๐น๐ถ๐ด๐ต๐๐๐ฒ๐ถ๐ด๐ต๐: Devstral is a ๐ฎ๐ฐ๐ parameter based on Mistral small.
โข ยฉ๏ธ ๐๐ฝ๐ฎ๐ฐ๐ต๐ฒ ๐ฎ.๐ฌ, meaning fully open-source !
โข ๐ A ๐ญ๐ฎ๐ด๐ธ context window.
๐Blog : https://mistral.ai/news/devstral
โกAPI : The model is also available on our API under the name ๐ฑ๐ฒ๐๐๐๐ฟ๐ฎ๐น-๐๐บ๐ฎ๐น๐น-๐ฎ๐ฑ๐ฌ๐ฑ
๐ค repo : mistralai/Devstral-Small-2505
Can't wait to see what you will build with it !
- 1 reply
Post
1539
PII-Masking-1M Final Day (7/7)! ๐ Today, we unveil 5 NEW Enterprise PII (E-PII) Dataset PREVIEWS!
Standard PII tools often miss sensitive *business* data. That's why we built E-PII previews for the data that powers your operations and compliance needs.
Get a first look (representing 100,000 samples each!) into datasets designed for real-world enterprise security across these categories:
๐ฅ **PHI Preview**: For Healthcare Data
๐ณ **PFI Preview:** For Financial Data
๐ข **PWI Preview:** For Workplace Data
๐ป **PDI Preview:** For Digital Activity Data
๐ **PLI Preview:** For Location Data
That wraps up our #PIIMasking1M 7 days announcement! HUGE thanks for following along and for your engagement.
Explore ALL our releases, including these E-PII previews, in the Ai4Privacy Hugging Face Collection & show some love โค๏ธ if you find them useful!
๐ Visit the Collection:https://huggingface.co/ai4privacy
Let's keep building safer AI, together!
Standard PII tools often miss sensitive *business* data. That's why we built E-PII previews for the data that powers your operations and compliance needs.
Get a first look (representing 100,000 samples each!) into datasets designed for real-world enterprise security across these categories:
๐ฅ **PHI Preview**: For Healthcare Data
๐ณ **PFI Preview:** For Financial Data
๐ข **PWI Preview:** For Workplace Data
๐ป **PDI Preview:** For Digital Activity Data
๐ **PLI Preview:** For Location Data
That wraps up our #PIIMasking1M 7 days announcement! HUGE thanks for following along and for your engagement.
Explore ALL our releases, including these E-PII previews, in the Ai4Privacy Hugging Face Collection & show some love โค๏ธ if you find them useful!
๐ Visit the Collection:https://huggingface.co/ai4privacy
Let's keep building safer AI, together!
MrDragonFoxย
posted
an
update
2 months ago
Post
3067
as a few of you know - i am working on a rather more elaborate-tts that can produce more interesting sounds in context of rp
early sneak peak is here -
MrDragonFox/mOrpheus_3B-1Base_early_preview-v1-25000
its based on orpheus - but really the model is irrelevant as i focus mostly on data augmentation / prep / pipelineing - its just the way to show progress
should be able to express fine even in a sfw context
probably the last release for a few weeks as i go back to the data pipeline and improve there ..
in the mean time, please do test and report problems or enjoyable generations you found - we have a growing discord community and i love to see what you get out of that early release !
(small colab is provided on the model page if you dont have the gpu to run that your self)
early sneak peak is here -
MrDragonFox/mOrpheus_3B-1Base_early_preview-v1-25000
its based on orpheus - but really the model is irrelevant as i focus mostly on data augmentation / prep / pipelineing - its just the way to show progress
should be able to express fine even in a sfw context
probably the last release for a few weeks as i go back to the data pipeline and improve there ..
in the mean time, please do test and report problems or enjoyable generations you found - we have a growing discord community and i love to see what you get out of that early release !
(small colab is provided on the model page if you dont have the gpu to run that your self)
MrDragonFoxย
posted
an
update
3 months ago
Post
4159
yet a other audio datasets pre classified for events + audio aestetics
this time for german - 680h sampled from emilia yodas
timestamps for asr training or other fancier things available as nc in the raw repo
MrDragonFox/DE_Emilia_Yodas_680h
cc by 4.0 as by emilia yodas
raw events / transcriptions are cc by NC 4.0
MrDragonFox/DE_Emilia_Yodas_680h_raw_timestamps
the coming days i should push about 600h english + some japanese too same format
this time for german - 680h sampled from emilia yodas
timestamps for asr training or other fancier things available as nc in the raw repo
MrDragonFox/DE_Emilia_Yodas_680h
cc by 4.0 as by emilia yodas
raw events / transcriptions are cc by NC 4.0
MrDragonFox/DE_Emilia_Yodas_680h_raw_timestamps
the coming days i should push about 600h english + some japanese too same format
nouamanetaziย
authored
a
paper
3 months ago
Post
1078
I need your help! Please vote for Ai4Privacy to do a demo at The first Global Open Source AI Conference for developers!
https://glosaic.org/demo-voting#:~:text=Founder%20@-,AI4Privacy
https://glosaic.org/demo-voting#:~:text=Founder%20@-,AI4Privacy
MrDragonFoxย
posted
an
update
3 months ago
Post
2124
did a small emotive classified test dataset for all the tts tuners out there
MrDragonFox/Elise
3h total mit - single speaker voice
dataset is a copy of an existing one just added the emotional tags over 1200 samples - should be good enough to test if emotional tags stick in your finetune
MrDragonFox/Elise
3h total mit - single speaker voice
dataset is a copy of an existing one just added the emotional tags over 1200 samples - should be good enough to test if emotional tags stick in your finetune
- 1 reply
Post
2791
๐ We are quite excited to announce the Ai4Privacy Python library! ๐
pip install ai4privacy to anonymize short english text with OpenPII Masking 500k labels
๐ Day 5/7 of PII Masking 1M announcements complete! โฐ
pip install ai4privacy to anonymize short english text with OpenPII Masking 500k labels
๐ Day 5/7 of PII Masking 1M announcements complete! โฐ
Post
3065
๐ Day 4: Two Models, One Privacy Mission! ๐
The PII-Masking-1M series rolls on with two gems:
Categorical: ai4privacy/llama-ai4privacy-multilingual-categorical-anonymiser-openpii
Redaction: ai4privacy/llama-ai4privacy-multilingual-anonymiser-openpii
Join us in protecting data everywhere!
#AI #Privacy #OpenSource #Multilingual
The PII-Masking-1M series rolls on with two gems:
Categorical: ai4privacy/llama-ai4privacy-multilingual-categorical-anonymiser-openpii
Redaction: ai4privacy/llama-ai4privacy-multilingual-anonymiser-openpii
Join us in protecting data everywhere!
#AI #Privacy #OpenSource #Multilingual
Post
1730
๐ 99%+ PII Masking Precision in English Straight to Your Browser! ๐
ai4privacy/general-english-anonymiser-openpii-500k
Hard Facts:
๐ฅ๏ธ Runs in-browserโblazing fast, no server latency
๐ Open-source, MIT-licensed (even for commercial use)
๐ Full metrics on Hugging Face dataset and model pages
Day 3 out 7 of PII-Masking-1M Announcements Complete!
*Accuracies reported from the new OpenPII-500k dataset
#DataPrivacy #AI #OpenSource
ai4privacy/general-english-anonymiser-openpii-500k
Hard Facts:
๐ฅ๏ธ Runs in-browserโblazing fast, no server latency
๐ Open-source, MIT-licensed (even for commercial use)
๐ Full metrics on Hugging Face dataset and model pages
Day 3 out 7 of PII-Masking-1M Announcements Complete!
*Accuracies reported from the new OpenPII-500k dataset
#DataPrivacy #AI #OpenSource
Post
2106
#PII Masking Tech that does not **** around!
We are happy to release the OpenPII English Anonymiser โthe most powerful open-source tool for redacting sensitive info from English text.
Fine-tuned Modernbert on 5.7 million+ PII examples, itโs clocking 99%+ accuracy across emails, dates, social numbers, and more!
Why itโs a big deal:
โ Top-tier precision: 100% for passport numbers, 99.96% for emails*.
โ Totally free: MIT license for personal or commercial use.
โ No secrets: Full metrics shared on Hugging Face.
#AI #OpenSource #DataSecurity @huggingface
Day 2 out 7 of PII-Masking-1M Announcements Complete!
*Accuracies reported from the new OpenPII-500k dataset
ai4privacy/llama-ai4privacy-english-anonymiser-openpii
We are happy to release the OpenPII English Anonymiser โthe most powerful open-source tool for redacting sensitive info from English text.
Fine-tuned Modernbert on 5.7 million+ PII examples, itโs clocking 99%+ accuracy across emails, dates, social numbers, and more!
Why itโs a big deal:
โ Top-tier precision: 100% for passport numbers, 99.96% for emails*.
โ Totally free: MIT license for personal or commercial use.
โ No secrets: Full metrics shared on Hugging Face.
#AI #OpenSource #DataSecurity @huggingface
Day 2 out 7 of PII-Masking-1M Announcements Complete!
*Accuracies reported from the new OpenPII-500k dataset
ai4privacy/llama-ai4privacy-english-anonymiser-openpii
Post
2717
๐ Ai4Privacy Team is excited to unveil PII-Masking-1M, our most significant release yet! ๐
This publication series ๐ฆ includes datasets ๐, models ๐ค, and applications โ๏ธ to advance PII masking with AI systems ๐ก๏ธ
Starting on Monday with daily posts at 7 PM CET โฐ
This publication series ๐ฆ includes datasets ๐, models ๐ค, and applications โ๏ธ to advance PII masking with AI systems ๐ก๏ธ
Starting on Monday with daily posts at 7 PM CET โฐ
Post
1603
๐๐ปโโ๏ธHey there folks,
Did you know that you can use ModernBERT to detect model hallucinations ?
Check out the Demo : Tonic/hallucination-test
See here for Medical Context Demo : MultiTransformer/tonic-discharge-guard
check out the model from KRLabs : KRLabsOrg/lettucedect-large-modernbert-en-v1
and the library they kindly open sourced for it : https://github.com/KRLabsOrg/LettuceDetect
๐๐ปif you like this topic please contribute code upstream ๐
Did you know that you can use ModernBERT to detect model hallucinations ?
Check out the Demo : Tonic/hallucination-test
See here for Medical Context Demo : MultiTransformer/tonic-discharge-guard
check out the model from KRLabs : KRLabsOrg/lettucedect-large-modernbert-en-v1
and the library they kindly open sourced for it : https://github.com/KRLabsOrg/LettuceDetect
๐๐ปif you like this topic please contribute code upstream ๐
- 2 replies
Post
854
Powered by
KRLabsOrg/lettucedect-large-modernbert-en-v1 from KRLabsOrg.
Detect hallucinations in answers based on context and questions using ModernBERT with 8192-token context support!
### Model Details
- **Model Name**: [lettucedect-large-modernbert-en-v1]( KRLabsOrg/lettucedect-large-modernbert-en-v1)
- **Organization**: [KRLabsOrg](
KRLabsOrg
)
- **Github**: [https://github.com/KRLabsOrg/LettuceDetect](https://github.com/KRLabsOrg/LettuceDetect)
- **Architecture**: ModernBERT (Large) with extended context support up to 8192 tokens
- **Task**: Token Classification / Hallucination Detection
- **Training Dataset**: [RagTruth]( wandb/RAGTruth-processed)
- **Language**: English
- **Capabilities**: Detects hallucinated spans in answers, provides confidence scores, and calculates average confidence across detected spans.
LettuceDetect excels at processing long documents to determine if an answer aligns with the provided context, making it a powerful tool for ensuring factual accuracy.
Detect hallucinations in answers based on context and questions using ModernBERT with 8192-token context support!
### Model Details
- **Model Name**: [lettucedect-large-modernbert-en-v1]( KRLabsOrg/lettucedect-large-modernbert-en-v1)
- **Organization**: [KRLabsOrg](
KRLabsOrg
) - **Github**: [https://github.com/KRLabsOrg/LettuceDetect](https://github.com/KRLabsOrg/LettuceDetect)
- **Architecture**: ModernBERT (Large) with extended context support up to 8192 tokens
- **Task**: Token Classification / Hallucination Detection
- **Training Dataset**: [RagTruth]( wandb/RAGTruth-processed)
- **Language**: English
- **Capabilities**: Detects hallucinated spans in answers, provides confidence scores, and calculates average confidence across detected spans.
LettuceDetect excels at processing long documents to determine if an answer aligns with the provided context, making it a powerful tool for ensuring factual accuracy.
Post
4313
A comprehensive matrix for which format should you use.
Read more on my blog post: https://huggingface.co/blog/ngxson/common-ai-model-formats
Read more on my blog post: https://huggingface.co/blog/ngxson/common-ai-model-formats
| Hardware | GGUF | PyTorch | Safetensors | ONNX |
|-----------------|-----------|------------------------|--------------------------|-------|
| CPU | โ
(best) | ๐ก | ๐ก | โ
|
| GPU | โ
| โ
| โ
| โ
|
| Mobile | โ
| ๐ก (via executorch) | โ | โ
|
| Apple silicon | โ
| ๐ก | โ
(via MLX framework) | โ
|
- 1 reply