File size: 6,693 Bytes
6d60e3c
 
cb51209
 
 
6d60e3c
 
 
 
cb51209
 
ca30420
cb51209
682a68a
f1bad78
9ba5efd
ae03cad
cb51209
ca30420
ae03cad
d9216ff
 
8253820
458c05e
b141fc6
a01ab18
 
316b1d6
a01ab18
ba3b51a
f2bdef0
 
 
 
a691926
8253820
 
 
 
 
 
 
 
 
 
 
 
b141fc6
e4f0164
26bc153
 
 
 
 
 
 
 
f15f1d8
 
0c4af8a
cb51209
f15f1d8
7b6f5c4
cb51209
f15f1d8
 
 
cb51209
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
---
title: README
emoji: 💻
colorFrom: indigo
colorTo: gray
sdk: static
pinned: false
---

<div class="grid lg:grid-cols-2 gap-x-4">
   <h2 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold">
        👋👋👋👋👋 Welcome to the fastai X Hugging Face Group 🥳🥳🥳🥳🥳  
   </h2>
   <h3 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold"> <a href="https://huggingface.co/organizations/hugginglearners/share/zpkoRjVushPkTyTzPpQDWxnmbJwPkqWTsS" style="text-decoration: underline">Join the fastai X HF group here</a></h3>
   <h3 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold"> <a href="https://discord.gg/eXgFp5FRsz" style="text-decoration: underline">Say "Hi!" in the hf-fastai channel in the fast.ai Discord server here</a></h3>
    <h4 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold"><a href="https://huggingface.co/hugginglearners" style="text-decoration: underline">Live Hugging Learners Likes Leaderboard (coming soon)</a></h4>
   <img class="lg:col-span-2" src="https://huggingface.co/spaces/hugginglearners/README/resolve/main/download.png" alt="Hugging Learners" style="margin:10px">
   <p class="lg:col-span-2">
    Few have done as much as the fast.ai ecosystem to make Deep Learning accessible. Let's make exclusivity in access to Machine Learning, including pre-trained models, a thing of the past, and let's push this unique field even further.
   </p>
   <br />
   
 <h3 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold">What should I do?</h2>
   <p class="lg:col-span-2">  <a href="https://colab.research.google.com/github/huggingface/blog/blob/main/notebooks/64_fastai_hub.ipynb" target="_blank" style="text-decoration: underline">This tutorial</a> shows how to share and load Learners (including those created with blurr) to and from the Hugging Face Hub. </p>      
   <ul class="lg:col-span-2" style="list-style: circle inside">
         <li class="my-4">Say “Hi!” in the <a href="https://discord.gg/eXgFp5FRsz" target="_blank" style="text-decoration: underline">hf-fastai channel</a> in the fastai Discord server.</li>
         <li class="my-4"><a href="https://huggingface.co/organizations/hugginglearners/share/zpkoRjVushPkTyTzPpQDWxnmbJwPkqWTsS" target="_blank" style="text-decoration: underline">Join here</a> to this organization in the Hub.</li> 
         <li class="my-4">Train a vision or text fastai Learner. You can use an already pre-trained model from the Hugging Face Hub.</li>
         <li class="my-4">Share the trained Learner through the Hub. Please, share it to the hugginglearners organization. You can use the <a href="https://docs.fast.ai/huggingface.html#Sharing-a-Learner-to-the-Hub" target="_blank" style="text-decoration: underline">push_to_hub_fastai</a> function like this <strong>push_to_hub_fastai(learn, "hugginglearners/pokemon_classifier")</strong>. Remember to describe your model in the <a href="https://huggingface.co/docs/hub/model-repos" target="_blank" style="text-decoration: underline">model card</a>.</li> 
         <li class="my-4">Create a Gradio demo to showcase your model. <a href="https://huggingface.co/course/chapter9/1?fw=pt" target="_blank" style="text-decoration: underline">Here is a tutorial</a>; the next iteration of the fastai course will include a section on sharing with Gradio.</li>
         <li class="my-4"><strong><a href="https://huggingface.co/course/chapter9/1?fw=pt" target="_blank" style="text-decoration: underline">Weights & Biases SWAG?</a></strong> - Add a training log and share your results with an analysis of the choices you made in your Model Card</li>
   </ul>
   <br />
   
           
   
 <details class="lg:col-span-2">
 
    <h3 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold">Goal</h2>
   <p class="lg:col-span-2">1 month (June 15 to July 15) group to share Vision and Text pre-trained fastai Learners with the community for further community usage and reproducibility.</p>
   <br />
            
   <h3 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold">Why? Community, collaboration, and reproducibility</h2>
   <p class="lg:col-span-2"> We believe in openly sharing knowledge and resources to democratize AI for all. At Hugging Face, we encourage all practitioners who train models to contribute by sharing them with the community. Even when trained on particular data sets, sharing Learners will help others save time and computing resources, and give them access to valuable trained artifacts. In turn, you can benefit from the work that others have done. Additionally, shared Learners can be replicated by other community members through, for example, the inference API or repository cloning. </p>
   <br />
   
   
   
   
   <h3 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold">SWAG and prizes</h2>
   <ul class="lg:col-span-2" style="list-style: circle inside">
         <li class="my-4">Participants that share at least two Learners with their respective Gradio Space will get a voucher to acquire the official Study Group t-shirt in the Hugging Face merch store. The graphic design will be defined soon.</li>
         <li class="my-4">All participants: fastai x Hugging Face event badge on HF.</li>
         <li class="my-4">Top 10 Gradio Spaces based on likes: Hugging Face PRO subscription for 1 month</li>
   </ul>
   <br />
   
   <h3 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold">Ask for help</h2>
   <p class="lg:col-span-2"> Please ask in the <a href="https://discord.gg/eXgFp5FRsz" target="_blank" style="text-decoration: underline">hf-fastai channel</a> in the fast.ai Discord.</p>
   <br />
   
   
   <h3 class="my-8 lg:col-span-2" style="font-size:20px; font-weight:bold">Relevant links</h2>
   <ul class="lg:col-span-2" style="list-style: circle inside">
         <li class="my-4">Join the fast.ai Discord server. We will be interacting in the <a href="https://discord.gg/eXgFp5FRsz" target="_blank" style="text-decoration: underline">hf-fastai channel</a>.</li>
         <li class="my-4"><a href="https://colab.research.google.com/github/huggingface/blog/blob/main/notebooks/64_fastai_hub.ipynb" target="_blank" style="text-decoration: underline">Here is a Notebook</a> on how to share and load fastai Learners to and from the Hugging Face Hub, including Learners using blurr.</li> 
         <li class="my-4">Hugging Face <a href="https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.from_pretrained_fastai" target="_blank" style="text-decoration: underline">documentation</a>.</li> 
   </ul>
   <br />
  </details>
</div>