SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
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cfahlgren1
authored
a
paper
3 months ago
cfahlgren1
posted
an
update
3 months ago
Post
2275
If you haven't seen yet, we just released Inference Providers 🔀
> 4 new serverless inference providers on the Hub 🤯
> Use your HF API key or personal key with all providers 🔑
> Chat with Deepseek R1, V3, and more on HF Hub 🐋
> We support Sambanova, TogetherAI, Replicate, and Fal.ai 💪
Best of all, we don't charge any markup on top of the provider 🫰 Have you tried it out yet? HF Pro accounts get $2 of free usage for the provider inference.
> 4 new serverless inference providers on the Hub 🤯
> Use your HF API key or personal key with all providers 🔑
> Chat with Deepseek R1, V3, and more on HF Hub 🐋
> We support Sambanova, TogetherAI, Replicate, and Fal.ai 💪
Best of all, we don't charge any markup on top of the provider 🫰 Have you tried it out yet? HF Pro accounts get $2 of free usage for the provider inference.
cfahlgren1
posted
an
update
4 months ago
Post
1770
Wow, I just added Langfuse tracing to the Deepseek Artifacts app and it's really nice 🔥
It allows me to visualize and track more things along with the cfahlgren1/react-code-instructions dataset.
It was just added as a one click Docker Space template, so it's super easy to self host 💪
It allows me to visualize and track more things along with the cfahlgren1/react-code-instructions dataset.
It was just added as a one click Docker Space template, so it's super easy to self host 💪
cfahlgren1
posted
an
update
4 months ago
Post
2257
You'll notice the AI in the SQL Console is much better at working with chatml conversations:
Here's example of unnesting the cfahlgren1/react-code-instructions in less than 10 seconds by asking it. Check it out here: cfahlgren1/react-code-instructions
- "show me the average assistant response length"
- "extract user, system, and assistant messages into separate columns"
It's super easy to work with conversational datasets now with natural language 🗣️
Here's example of unnesting the cfahlgren1/react-code-instructions in less than 10 seconds by asking it. Check it out here: cfahlgren1/react-code-instructions
- "show me the average assistant response length"
- "extract user, system, and assistant messages into separate columns"
It's super easy to work with conversational datasets now with natural language 🗣️
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- 2 replies
cfahlgren1
posted
an
update
4 months ago
Post
3343
The
deepseek-ai/DeepSeek-V3 is very good! I have been playing with it and found it is really good at one-shotting a pretty good landing page.
You can play with it here: https://deepseek-artifacts.vercel.app
All the responses get saved in the cfahlgren1/react-code-instructions dataset. Hopefully we can build one of the biggest, highest quality frontend datasets on the hub 💪
You can play with it here: https://deepseek-artifacts.vercel.app
All the responses get saved in the cfahlgren1/react-code-instructions dataset. Hopefully we can build one of the biggest, highest quality frontend datasets on the hub 💪
cfahlgren1
posted
an
update
5 months ago
Post
1938
You can just ask things 🗣️
"show me messages in the coding category that are in the top 10% of reward model scores"
Download really high quality instructions from the Llama3.1 405B synthetic dataset 🔥
argilla/magpie-ultra-v1.0
"show me messages in the coding category that are in the top 10% of reward model scores"
Download really high quality instructions from the Llama3.1 405B synthetic dataset 🔥
argilla/magpie-ultra-v1.0
cfahlgren1
posted
an
update
5 months ago
Post
3039
We just dropped an LLM inside the SQL Console 🤯
The amazing, new Qwen/Qwen2.5-Coder-32B-Instruct model can now write SQL for any Hugging Face dataset ✨
It's 2025, you shouldn't be hand writing SQL! This is a big step in making it where anyone can do in depth analysis on a dataset. Let us know what you think 🤗
The amazing, new Qwen/Qwen2.5-Coder-32B-Instruct model can now write SQL for any Hugging Face dataset ✨
It's 2025, you shouldn't be hand writing SQL! This is a big step in making it where anyone can do in depth analysis on a dataset. Let us know what you think 🤗
cfahlgren1
posted
an
update
6 months ago
Post
925
observers 🔭 - automatically log all OpenAI compatible requests to a dataset💽
• supports any OpenAI compatible endpoint 💪
• supports DuckDB, Hugging Face Datasets, and Argilla as stores
> pip install observers
No complex framework. Just a few lines of code to start sending your traces somewhere. Let us know what you think! @davidberenstein1957 and I will continue iterating!
Here's an example dataset that was logged to Hugging Face from Ollama: cfahlgren1/llama-3.1-awesome-chatgpt-prompts
• supports any OpenAI compatible endpoint 💪
• supports DuckDB, Hugging Face Datasets, and Argilla as stores
> pip install observers
No complex framework. Just a few lines of code to start sending your traces somewhere. Let us know what you think! @davidberenstein1957 and I will continue iterating!
Here's an example dataset that was logged to Hugging Face from Ollama: cfahlgren1/llama-3.1-awesome-chatgpt-prompts
cfahlgren1
posted
an
update
6 months ago
Post
878
You can create charts, leaderboards, and filters on top of any Hugging Face dataset in less than a minute
• ASCII Bar Charts 📊
• Powered by DuckDB WASM ⚡
• Download results to Parquet 💽
• Embed and Share results with friends 📬
Do you have any interesting queries?
• ASCII Bar Charts 📊
• Powered by DuckDB WASM ⚡
• Download results to Parquet 💽
• Embed and Share results with friends 📬
Do you have any interesting queries?
cfahlgren1
posted
an
update
6 months ago
Post
753
What rank are you on Hugging Face Top Yappers? 🗣️
Find your rank here with this link: cfahlgren1/hub-stats
The Top 3:
- @fdaudens
- @singhsidhukuldeep
- @akhaliq
I am at #71 and need to get my numbers up! 📈
Find your rank here with this link: cfahlgren1/hub-stats
The Top 3:
- @fdaudens
- @singhsidhukuldeep
- @akhaliq
I am at #71 and need to get my numbers up! 📈
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- 4 replies
cfahlgren1
posted
an
update
6 months ago
Post
3240
You can clean and format datasets entirely in the browser with a few lines of SQL.
In this post, I replicate the process @mlabonne used to clean the new microsoft/orca-agentinstruct-1M-v1 dataset.
The cleaning process consists of:
- Joining the separate splits together / add split column
- Converting string messages into list of structs
- Removing empty system prompts
https://huggingface.co/blog/cfahlgren1/the-beginners-guide-to-cleaning-a-dataset
Here's his new cleaned dataset: mlabonne/orca-agentinstruct-1M-v1-cleaned
In this post, I replicate the process @mlabonne used to clean the new microsoft/orca-agentinstruct-1M-v1 dataset.
The cleaning process consists of:
- Joining the separate splits together / add split column
- Converting string messages into list of structs
- Removing empty system prompts
https://huggingface.co/blog/cfahlgren1/the-beginners-guide-to-cleaning-a-dataset
Here's his new cleaned dataset: mlabonne/orca-agentinstruct-1M-v1-cleaned
- 1 reply
cfahlgren1
posted
an
update
6 months ago
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2249
Why use Google Drive when you can have:
• Free storage with generous limits🆓
• Dataset Viewer (Sorting, Filtering, FTS) 🔍
• Third Party Library Support
• SQL Console 🟧
• Security 🔒
• Community, Reach, and Visibility 📈
It's a no brainer!
Check out our post on what you get instantly out of the box when you create a dataset.
https://huggingface.co/blog/researcher-dataset-sharing
• Free storage with generous limits🆓
• Dataset Viewer (Sorting, Filtering, FTS) 🔍
• Third Party Library Support
• SQL Console 🟧
• Security 🔒
• Community, Reach, and Visibility 📈
It's a no brainer!
Check out our post on what you get instantly out of the box when you create a dataset.
https://huggingface.co/blog/researcher-dataset-sharing
- 1 reply
cfahlgren1
posted
an
update
6 months ago
Post
1164
If you are like me, I like to find up and coming datasets and spaces before everyone else.
I made a trending repo space cfahlgren1/trending-repos where it shows:
- New up and coming Spaces in the last day
- New up and coming Datasets in the last 2 weeks
It's a really good way to find some new gems before they become popular. For example, someone is working on a way to dynamically create assets inside a video game here: gptcall/AI-Game-Creator
I made a trending repo space cfahlgren1/trending-repos where it shows:
- New up and coming Spaces in the last day
- New up and coming Datasets in the last 2 weeks
It's a really good way to find some new gems before they become popular. For example, someone is working on a way to dynamically create assets inside a video game here: gptcall/AI-Game-Creator
cfahlgren1
posted
an
update
8 months ago
Post
1890
Have you tried the new SQL Console yet?
Would love to know any queries you've tried or general feedback! If you haven't go try it out and let us know 🤗
If you have some interesting queries feel free to share the URLs as well!
Would love to know any queries you've tried or general feedback! If you haven't go try it out and let us know 🤗
If you have some interesting queries feel free to share the URLs as well!
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- 1 reply
cfahlgren1
posted
an
update
8 months ago
Post
1130
Made a fun Space powered by Llama 405B for creating real, working react apps with the awesome plus that you can contribute to an open react dataset by upvoting or downvoting the response 🤗.
https://huggingface.co/spaces/cfahlgren1/llama-artifacts
cfahlgren1/react-code-instructions
https://huggingface.co/spaces/cfahlgren1/llama-artifacts
cfahlgren1/react-code-instructions
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- 1 reply
cfahlgren1
posted
an
update
9 months ago
Post
1007
You can now embed your heatmap anywhere with a simple change :)
Currently just supports model creation! You can duplicate the space and create your own here:
cfahlgren1/my-heatmap
Currently just supports model creation! You can duplicate the space and create your own here:
cfahlgren1/my-heatmap
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- 2 replies
cfahlgren1
updated
2
models
over 1 year ago