Update README.md

README.md

@@ -39,12 +39,19 @@ extra_gated_fields:
   Country: country
   I agree to use this model for non-commercial use ONLY: checkbox
 base_model:
-- CohereForAI/c4ai-command-a-03-2025
+- CohereLabs/c4ai-command-a-03-2025
 ---
 
 
 # GPTQ quantization of Command-A
 
+
+I made this for running on vLLM.
+
+Non-english performance may be significantly dropped. Recommend to set `temperature` to 0.6~0.8.
+
+## Quantization method
+
 Quantized using
 
 - Tool: [GPTQModel 2.3.0-dev (bafda24)](https://github.com/ModelCloud/GPTQModel/commit/bafda2489f9582b2cdbf6a5fb8b242aa38a02cda).
@@ -64,8 +71,7 @@ calibration_dataset = load_dataset(
     "allenai/c4",
     data_files={"train": "en/c4-train.00001-of-01024.json.gz"},
     split="train",
-    ).select(range(2048))["text"]
-
+).select(range(2048))["text"]
 
 quant_config = QuantizeConfig(
     bits=4,
@@ -87,11 +93,6 @@ model.quantize(
 model.save(quant_path)
 ```
 
-I made this for running on vLLM.
-
-Non-english performance may be significantly dropped. Recommend to set `temperature` to 0.6~0.8.
-
-
 ---
 
 # **Model Card for C4AI Command A**