Herumb Shandilya

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icon company Research Rabbit icon location New Delhi, Delhi icon location Machine Learning Engineer at Research Rabbit | Crework | Ex-NLP at DRDO

Results 4 issues of Herumb Shandilya

Add support to load from any HF dataset and CSV

Code Snippet: ```python dl = DataLoader( train_size = 0.5, dev_size = 0.2, test_size = 0.3 ) dl.from_huggingface("databricks/databricks-dolly-15k") print(len(dl.train)) print(len(dl.dev)) print(len(dl.test)) ```

Synthetic Data Generation v2

1 comment

**Usage:** [1] Signature Based generation: ```python import dsp from dspy.datasets import DataLoader class GenerateAnswer(dspy.Signature): """Answer questions with short factoid answers.""" context = dspy.InputField(desc="may contain relevant facts") question = dspy.InputField() answer...

[DOCS] Typed Predictor Docs and API References

Adding support for reranker and other utilities

In this PR, I'm adding support for reranker and other additional utilities, more precisely:- * Adding support for reranker class * Bug fix that made all the workers get the...