TextGrad: Automatic "Differentiation" via Text · HackerPapers discussions

TextGrad: Automatic "Differentiation" via Text — mentioned by Xmd5a

Wed, 04 Jun 2025 11:20:27 GMT

This is exactly what I'm doing. Some papers I'm studying: TextGrad: Automatic "Differentiation" via Text: https://arxiv.org/abs/2406.07496 LLM-AutoDiff: Auto-Differentiate Any LLM Workflow : https://arxiv.org/abs/2501.16673 Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs: https://arxiv.org/abs/2406.16218 GReaTer: Gradients over Reasoning Makes Smaller Language Models Strong Prompt Optimizers: https://arxiv.org/abs/2412.09722 PromptWizard: Task-Aware Prompt Optimization Framework: https://arxiv.org/abs/2405.18369

Paper and discussion history. A mention is not an endorsement.

TextGrad: Automatic "Differentiation" via Text — HN submission

Sun, 07 Jul 2024 20:47:58 GMT

TextGrad – Backpropagation through text feedback

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

TextGrad: Automatic "Differentiation" via Text — HN submission

Sun, 16 Jun 2024 08:18:52 GMT

TextGrad: Automatic "Differentiation" via Text

6 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

TextGrad: Automatic "Differentiation" via Text — HN submission

Wed, 12 Jun 2024 07:27:07 GMT

TextGrad: Automatic "Differentiation" via Text

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.