Update README.md

README.md

@@ -12,10 +12,10 @@ pipeline_tag: text-generation
 base_model: speakleash/Bielik-11B-v2.1-Instruct
 ---
 <p align="center">
-  <img src="https://huggingface.co/speakleash/Bielik-7B-Instruct-v0.1-GGUF/raw/main/speakleash_cyfronet.png">
+  <img src="https://huggingface.co/speakleash/Bielik-11B-v2/raw/main/speakleash_cyfronet.png">
 </p>
 
-# Bielik-11B-v2.2-Instruct-FP8
+# Bielik-11B-v2.1-Instruct-FP8
 
 This model was obtained by quantizing the weights and activations of [Bielik-11B-v.2.1-Instruct](https://huggingface.co/speakleash/Bielik-11B-v2.1-Instruct) to FP8 data type, ready for inference with vLLM >= 0.5.0 or SGLang. 
 AutoFP8 is used for quantization. This optimization reduces the number of bits per parameter from 16 to 8, reducing the disk size and GPU memory requirements by approximately 50%.
@@ -98,4 +98,4 @@ print(response)
 
 ## Contact Us
 
-If you have any questions or suggestions, please use the discussion tab. If you want to contact us directly, join our [Discord SpeakLeash](https://discord.gg/CPBxPce4).
+If you have any questions or suggestions, please use the discussion tab. If you want to contact us directly, join our [Discord SpeakLeash](https://discord.gg/pv4brQMDTy).