Hi @yyccbb 🤗
I'm Niels and work as part of the open-source team at Hugging Face. I discovered your work on Arxiv and was wondering whether you would like to submit it to hf.co/papers to improve its discoverability. If you are one of the authors, you can submit it at https://huggingface.co/papers/submit.
The paper page lets people discuss about your paper and lets them find artifacts about it (your models for instance), you can also claim the paper as yours which will show up on your public profile at HF, and add your Github repository URL.
I saw in your paper that you've trained a DGLight controller by adapting Llama3-8b for traffic signal control. Would you like to host the model checkpoints you've pre-trained on https://huggingface.co/models? I noticed your Github repository is already created; hosting the artifacts on Hugging Face will give your work more visibility and enable better discoverability through metadata tags.
If you're down, leaving a guide here. Since you are using Llama3, you can easily push the weights and tokenizer using the transformers library. People can then use from_pretrained to download and use your models right away.
After uploaded, we can also link the models to the paper page (read here) so people can discover your work.
You can also build a demo for your model on Spaces to showcase the interpretable reasoning traces mentioned in your research. We can provide you a ZeroGPU grant, which gives you A100 GPUs for free.
Let me know if you're interested/need any guidance :)
Kind regards,
Niels
Hi @yyccbb 🤗
I'm Niels and work as part of the open-source team at Hugging Face. I discovered your work on Arxiv and was wondering whether you would like to submit it to hf.co/papers to improve its discoverability. If you are one of the authors, you can submit it at https://huggingface.co/papers/submit.
The paper page lets people discuss about your paper and lets them find artifacts about it (your models for instance), you can also claim the paper as yours which will show up on your public profile at HF, and add your Github repository URL.
I saw in your paper that you've trained a DGLight controller by adapting Llama3-8b for traffic signal control. Would you like to host the model checkpoints you've pre-trained on https://huggingface.co/models? I noticed your Github repository is already created; hosting the artifacts on Hugging Face will give your work more visibility and enable better discoverability through metadata tags.
If you're down, leaving a guide here. Since you are using Llama3, you can easily push the weights and tokenizer using the
transformerslibrary. People can then usefrom_pretrainedto download and use your models right away.After uploaded, we can also link the models to the paper page (read here) so people can discover your work.
You can also build a demo for your model on Spaces to showcase the interpretable reasoning traces mentioned in your research. We can provide you a ZeroGPU grant, which gives you A100 GPUs for free.
Let me know if you're interested/need any guidance :)
Kind regards,
Niels