Update README.md

README.md

@@ -1,3 +1,29 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+
+# The Quantized BAAI FlagEmbedding (BGE-EN-ICL) Model
+
+Original Base Embedding Model: `BAAI/bge-en-icl`.<br>
+Link: [https://huggingface.co/BAAI/bge-en-icl](https://huggingface.co/BAAI/bge-en-icl)
+
+## Quantization Configurations
+
+```text
+"quantization_config": {
+    "bits": 4,
+    "checkpoint_format": "gptq",
+    "damp_percent": 0.01,
+    "desc_act": true,
+    "group_size": 128,
+    "model_file_base_name": null,
+    "model_name_or_path": null,
+    "quant_method": "gptq",
+    "static_groups": false,
+    "sym": true,
+    "true_sequential": true
+  },
+```
+
+## Source Codes
+Source Codes: [https://github.com/vkola-lab/medpodgpt/tree/main/quantization](https://github.com/vkola-lab/medpodgpt/tree/main/quantization).