JunxiongWang
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Update README.md
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README.md
CHANGED
@@ -28,16 +28,11 @@ text = "The goal of life is [MASK]."
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encoded_input = tokenizer(text, return_tensors='np', padding='max_length', max_length=4096)
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output = model(**encoded_input)
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tokenizer.convert_ids_to_tokens(jnp.flip(jnp.argsort(jax.nn.softmax(output.logits[encoded_input['input_ids']==103]))[0])[:10])
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jnp.flip(jnp.sort(jax.nn.softmax(output.logits[encoded_input['input_ids']==103]))[0])[:10]
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# probability: [0.16052087, 0.04306792, 0.03651363, 0.03468223, 0.02927081, 0.02549769, 0.02385132, 0.02261189, 0.01672831, 0.01619471]
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text = "Paris is the [MASK] of France."
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encoded_input = tokenizer(text, return_tensors='np', padding='max_length', max_length=4096)
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output = model(**encoded_input)
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tokenizer.convert_ids_to_tokens(jnp.flip(jnp.argsort(jax.nn.softmax(output.logits[encoded_input['input_ids']==103]))[0])[:10])
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# output: ['capital', 'centre', 'center', 'city', 'capitol', 'prefecture', 'headquarters', 'president', 'metropolis', 'heart']
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jnp.flip(jnp.sort(jax.nn.softmax(output.logits[encoded_input['input_ids']==103]))[0])[:10]
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# probability: [0.9981787 , 0.00034076, 0.00026992, 0.00026926, 0.00017787, 0.00004816, 0.00004256, 0.00003716, 0.00003634, 0.00002893]
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```
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### Load Sequence Classification Model
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encoded_input = tokenizer(text, return_tensors='np', padding='max_length', max_length=4096)
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output = model(**encoded_input)
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tokenizer.convert_ids_to_tokens(jnp.flip(jnp.argsort(jax.nn.softmax(output.logits[encoded_input['input_ids']==103]))[0])[:10])
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text = "Paris is the [MASK] of France."
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encoded_input = tokenizer(text, return_tensors='np', padding='max_length', max_length=4096)
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output = model(**encoded_input)
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tokenizer.convert_ids_to_tokens(jnp.flip(jnp.argsort(jax.nn.softmax(output.logits[encoded_input['input_ids']==103]))[0])[:10])
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```
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### Load Sequence Classification Model
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