Update Org Card. (#3)

- Update Org Card. (94f2d5bdcab5d81447add22135c8bd4489a34436)
- Update README.md (81a7150d3953663aa4e9e159fb7c3d140dbdf8e9)
- Update README.md (ab1f9b0db256990cca9344cf6a652b39b0bcb80c)
- Update README.md (4e05844b41aa543d5b305230c11cd5d1466332cb)
- add paper link (7ce4f8e1b0dd3c899beeaa9b68f435390e5d433d)


Co-authored-by: Leandro von Werra <[email protected]>

README.md

@@ -6,15 +6,63 @@ colorTo: red
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-<p>
-    <img src="https://huggingface.co/datasets/loubnabnl/repo-images/resolve/main/bigcode_light.png" alt="drawing" width="440"/>
-</p>
 
-<p>
-BigCode is an open scientific collaboration working on responsible training of large language models for coding applications.
+<img id="bclogo" src="https://huggingface.co/datasets/loubnabnl/repo-images/resolve/main/bigcode_light.png" alt="drawing" width="440"/>
+<style type="text/css">
+    #bclogo {
+        display: block;
+        margin-left: auto;
+        margin-right: auto }
+</style>
 
-You can find more information on the main website at <a href="https://www.bigcode-project.org/" class="underline">https://www.bigcode-project.org</a>. You can also follow Big Code on Twitter at <a href="https://twitter.com/BigCodeProject" class="underline">https://twitter.com/BigCodeProject</a>.
+# BigCode
 
-In this organization, you can find <a href="https://huggingface.co/datasets/bigcode/the-stack" class="underline">The Stack</a>, a 6.4TB of source code in 358 programming languages from permissive licenses.
-You can also find <a href="https://huggingface.co/bigcode/santacoder" class="underline">SantaCoder</a>, a strong 1.1B code generation model trained on Java, JavaScript & Python. In addition to some data governance tools.
-</p> 
+BigCode is an open scientific collaboration working on responsible training of large language models for coding applications. You can find more information on the main [website](https://www.bigcode-project.org/) or follow Big Code on [Twitter](https://twitter.com/BigCodeProject). In this organization you can find the artefacts of this collaboration: StarCoder, a state-of-the-art language model for code, The Stack, the largest available pretraining dataset with perimssive code, and SantaCoder, a 1.1B parameter model for code.
+
+---
+
+## 💫StarCoder
+StarCoder is a 15.5B parameters language model for code trained for 1T tokens on 80+ programming languages. It uses MQA for efficient generation, has 8,192 tokens context window and can do fill-in-the-middle.
+
+### Models
+- [Paper](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view): A technical report about StarCoder.
+- [GitHub](https://github.com/bigcode-project/starcoder/tree/main): All you need to know about using or fine-tuning StarCoder.
+- [StarCoder](https://huggingface.co/bigcode/starcoder): StarCoderBase further trained on Python.
+- [StarCoderBase](https://huggingface.co/bigcode/starcoderbase): Trained on 80+ languages from The Stack.
+- [StarEncoder](https://huggingface.co/bigcode/starencoder): Encoder model trained on TheStack.
+- [StarPii](https://huggingface.co/bigcode/starpii): StarEncoder based PII detector.
+
+### Tools & Demos
+- [StarCoder Chat](hf.co/chat/starcoder): Chat with StarCoder!
+- [VSCode Extension](https://marketplace.visualstudio.com/items?itemName=HuggingFace.huggingface-vscode): Code with StarCoder!
+- [StarCoder Playground](https://huggingface.co/spaces/bigcode/bigcode-playground): Write with StarCoder!
+- [StarCoder Editor](https://huggingface.co/spaces/bigcode/bigcode-playground): Edit with StarCoder!
+
+### Data & Governance
+- [StarCoderData](https://huggingface.co/datasets/bigcode/starcoderdata): Pretraining dataset of StarCoder.
+- [Tech Assistant Prompt](https://huggingface.co/datasets/bigcode/ta-prompt): With this prompt you can turn StarCoder into tech assistant.
+- [Governance Card](https://huggingface.co/spaces/bigcode/governance-card): A card outlining the governance of the model.
+- [StarCoder License Agreement](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement): The model is licensed under the BigCode OpenRAIL-M v1 license agreement.
+- [StarCoder Search](https://huggingface.co/spaces/bigcode/search): Full-text search code in the pretraining dataset.
+- [StarCoder Membership Test](stack.dataportraits.org): Blazing fast test if code was present in pretraining dataset.
+
+---
+
+## 📑The Stack
+The Stack is a 6.4TB of source code in 358 programming languages from permissive licenses.
+
+- [The Stack](https://huggingface.co/datasets/bigcode/the-stack): Exact deduplicated version of The Stack.
+- [The Stack dedup](https://huggingface.co/datasets/bigcode/the-stack-dedup): Near deduplicated version of The Stack (recommended for training).
+- [The Stack issues](https://huggingface.co/datasets/bigcode/the-stack-issues): Collection of GitHub issues.
+- [The Stack Metadata](https://huggingface.co/datasets/bigcode/the-stack-metadata): Metadata of the repositories in The Stack.
+- [Am I in the Stack](https://huggingface.co/spaces/bigcode/in-the-stack): Check if your data is in The Stack and request opt-out.
+
+---
+
+## 🎅SantaCoder
+SantaCoder aka smol StarCoder: same architecture but only trained on Python, Java, JavaScript.
+
+- [SantaCoder](https://huggingface.co/bigcode/santacoder): SantaCoder Model.
+- [SantaCoder Demo](https://huggingface.co/spaces/bigcode/santacoder-demo): Write with SantaCoder.
+- [SantaCoder Search](https://huggingface.co/spaces/bigcode/santacoder-search): Search code in the pretraining dataset.
+- [SantaCoder License](https://huggingface.co/spaces/bigcode/license): The OpenRAIL license for SantaCoder.