Update README.md

README.md

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----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+
+# The Quantized Command R Plus Model
+
+Original Base Model: `CohereForAI/c4ai-command-r-plus`.<br>
+Link: [https://huggingface.co/CohereForAI/c4ai-command-r-plus](https://huggingface.co/CohereForAI/c4ai-command-r-plus)
+
+## Special Notice
+We use `group_size=1024` to quantize a smaller model. 
+For the default `group_size=128`, the model is also available here: [https://huggingface.co/shuyuej/Command-R-Plus-GPTQ](https://huggingface.co/shuyuej/Command-R-Plus-GPTQ).
+
+## Quantization Configurations:
+
+```text
+"quantization_config": {
+    "batch_size": 1,
+    "bits": 4,
+    "block_name_to_quantize": null,
+    "cache_block_outputs": true,
+    "damp_percent": 0.1,
+    "dataset": null,
+    "desc_act": false,
+    "exllama_config": {
+      "version": 1
+    },
+    "group_size": 1024,
+    "max_input_length": null,
+    "model_seqlen": null,
+    "module_name_preceding_first_block": null,
+    "modules_in_block_to_quantize": null,
+    "pad_token_id": null,
+    "quant_method": "gptq",
+    "sym": true,
+    "tokenizer": null,
+    "true_sequential": true,
+    "use_cuda_fp16": false,
+    "use_exllama": true
+  },
+```
+
+## Source Codes
+Source Codes: [https://github.com/vkola-lab/medpodgpt/tree/main/quantization](https://github.com/vkola-lab/medpodgpt/tree/main/quantization).