Update README.md

README.md

@@ -51,6 +51,15 @@ classifier = pipeline('fill-mask', model=model, tokenizer=tokenizer,device="cpu"
 
 print(classifier("I [MASK] to the store yesterday."))
 ```
+To finetune the model for a Sequence Classification task, you can use the following snippet
+
+```python
+from transformers import AutoConfig, AutoModelForSequenceClassification
+model_path = "nomic-ai/nomic-bert-2048"
+config = AutoConfig.from_pretrained(model_path, trust_remote_code=True)
+# strict needs to be false here since we're initializing some new params
+model = AutoModelForSequenceClassification.from_pretrained(model_path, config=config, trust_remote_code=True, strict=False)
+```
 
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