Check Tokenizer Configuration
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Check Tokenizer Configuration is Ensure that the tokenizer is configured correctly for the input text.
Mostly:returns tensors(2), relates to(2), has padding(1)
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requiresRequires(1)
- Perform Batch Inference
ex:perform-batch-inference
Other facts (16)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Returns Tensors | pt | [1] |
| Returns Tensors | pt | [2] |
| Relates to | Language Support | [3] |
| Relates to | Encoding Support | [3] |
| Has Padding | max_length | [1] |
| Has Truncation | true | [1] |
| Returns Attention Mask | true | [1] |
| Applies Padding | true | [2] |
| Applies Truncation | true | [2] |
| Configured for | Batch Processing | [2] |
| Sets Padding | true | [2] |
| Sets Truncation | true | [2] |
| Sets Return Tensors | pt | [2] |
| Rdf:type | Check | [3] |
| Description | Ensure that the tokenizer is configured correctly for the input text | [3] |
| Additional Check | Check if the tokenizer supports the languages and encodings you are using | [3] |
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References (3)
ctx:claims/beam/fa1ef1c1-24c6-4f98-8255-600e4bf6a46c- full textbeam-chunktext/plain1 KB
doc:beam/fa1ef1c1-24c6-4f98-8255-600e4bf6a46cShow excerpt
max_length=context_window, padding='max_length', truncation=True, return_attention_mask=True, return_tensors='pt' ) return { 'query': query, …
ctx:claims/beam/4982f430-a6a9-4a69-bca4-91f76574ce61- full textbeam-chunktext/plain1 KB
doc:beam/4982f430-a6a9-4a69-bca4-91f76574ce61Show excerpt
Here's how you can implement these optimizations: #### 1. Batch Processing Process multiple texts in a single batch to take advantage of parallel processing. #### 2. Model Quantization Use quantization to reduce the precision of the mod…
ctx:claims/beam/becfe785-064e-4ca3-8e22-f8c327253e57- full textbeam-chunktext/plain1 KB
doc:beam/becfe785-064e-4ca3-8e22-f8c327253e57Show excerpt
- Ensure that special characters and non-ASCII characters are properly handled. - Use Unicode-safe string operations and tokenizers. 3. **Check Tokenizer Configuration**: - Ensure that the tokenizer is configured correctly for the…
See also
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