Python · MIT
zou-group/textgrad
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
★ 3.8k
Stars
295 forks · 66 open issues
+1.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
16.7
Momentum / 100
see the breakdown below
2y ago
Created
last push 15mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.3 | +1.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.93× the monthly pace |
| Freshness | 15 | 0.0 | last push 15mo ago; decays to zero at 180 days |
| Scale | 15 | 10.4 | 3.8k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 16.7 | sum of the above |
Detail
| Topics | ai-optimizationcompound-systemslarge-language-modelsprompt-optimizationtextual-gradients |
| Matched on | LLM & Inference (large-language-models) |
| Short window | +8 stars over 7 days = 1.1/day |
| Long window | +32 stars over 26 days = 1.2/day |
| Lifetime average | 4.31 stars/day over 877 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |