Update README.md
Browse files
README.md
CHANGED
@@ -20,12 +20,13 @@ from torchao.quantization import Int4WeightOnlyConfig
|
|
20 |
quant_config = Int4WeightOnlyConfig(group_size=128)
|
21 |
quantization_config = TorchAoConfig(quant_type=quant_config)
|
22 |
quantized_model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto", quantization_config=quantization_config)
|
|
|
23 |
|
24 |
# Push to hub
|
25 |
USER_ID = "YOUR_USER_ID"
|
26 |
save_to = "{USER_ID}/{model_id}-int4wo"
|
27 |
quantized_model.push_to_hub(save_to, safe_serialization=False)
|
28 |
-
|
29 |
|
30 |
# Manual Testing
|
31 |
messages = [
|
|
|
20 |
quant_config = Int4WeightOnlyConfig(group_size=128)
|
21 |
quantization_config = TorchAoConfig(quant_type=quant_config)
|
22 |
quantized_model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto", quantization_config=quantization_config)
|
23 |
+
tokenizer = AutoTokenizer.from_pretrained(model_id)
|
24 |
|
25 |
# Push to hub
|
26 |
USER_ID = "YOUR_USER_ID"
|
27 |
save_to = "{USER_ID}/{model_id}-int4wo"
|
28 |
quantized_model.push_to_hub(save_to, safe_serialization=False)
|
29 |
+
tokenizer.push_to_hub(save_to)
|
30 |
|
31 |
# Manual Testing
|
32 |
messages = [
|