Update README.md

README.md

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 <p>
-    <img src="https://huggingface.co/datasets/loubnabnl/repo-images/resolve/main/codeparrot_logo.png" alt="drawing" width="440"/>
+    <img src="https://huggingface.co/datasets/loubnabnl/repo-images/resolve/main/codeparrot2.png" alt="drawing" width="440"/>
 </p>
-			
+<div style="
+    background-color: #ffcc00; 
+    color: black; 
+    padding: 10px;
+    margin-bottom: 20px;
+    text-align: center;
+">
+    ⚠️ NEW! Code instruction tuning datasets, models and benchmarks.
+</div>
+<p>Check the new instruction-tuning resources:</p>
+<ul>
+<li>
+<p>
+    <b>InstructHumanEval: </b>a variant of HumanEval benchamrk adapted for instruction-tuned models<a
+    href="https://huggingface.co/datasets/codeparrot/instructhumaneval"
+    class="underline"> InstructHumanEval</a
+    >
+</p></li>
+<li>
+<p>
+    <b>Full Curated CoNaLa: </b>we used UL2 to rewritte more than 590k uncurated intents in CoNaLa dataset<a
+    href="https://huggingface.co/datasets/codeparrot/conala-mined-curated"
+    class="underline"> conala-mined-curated</a
+ >
+</p></li>
+<li>
+<p>
+    <b>Self-Instruct with StarCoder: </b>we release a selft-instruct dataset generated with StarCoder, as weel as the code we used to build it<a
+    href="https://huggingface.co/datasets/codeparrot/self-instruct-starcoder"
+    class="underline"> self-instruct-starcoder</a
+ >
+</p>
+<li>
+<p>
+    <b>Models trained on CoNaLa and self-instruct StarCoder: </b>we release a the models we trained on the previous two datasets.
+ >
+</p>
+</li>
+
+
+<hr>
 <p>This organization is dedicated to language models for code generation. In particular CodeParrot is a GPT-2 model trained to generate Python code. Here you can find:</p>
 
 <ul>