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NCrystal v2.0.0 (to be released shortly) will include support for scattering kernels. Although we will already be using the improved sampling algorithm for these that we published in 2018, I am openin…
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We're sharing a roadmap of ideas for improving and speeding up Gemma. If you'd like to join in and help us get there faster, please reach out so we can coordinate :)
### Threading
* [x] (jan-wassenbe…
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General improvements
- [ ] Add in some hand-crafted trajectories into the mix via https://arxiv.org/pdf/2401.09241 (i.e. drive to goal, stop, slow, fast, even other algorithms perhaps, etc with sampl…
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### Checklist
- [ ] 1. I have searched related issues but cannot get the expected help.
- [ ] 2. The bug has not been fixed in the latest version.
- [ ] 3. Please note that if the bug-related issue y…
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Our performance for large block programs is not great. We run into this issue all the time on livestream, but it's also reported by our users on the forum very often (and has been for many years).
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I just noticed, that fine tuning FLUX with the command in the README (dataset image size 512,512, batch size 1) will result in 8GB of shared memory
![image](https://github.com/user-attachments/asse…
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## 🚀 Feature Request
I've seen the lance format mentioned sometimes in the codebase, and there was a talk recently about lance and data bricks working together to integrate streaming dataset with the…
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### TODO
- [ ] refactor `max_uncertainty_sampling`
- [ ] refactor `max_density_sampling`
- [ ] ~~NPM package for Kernel Density Est.~~ Install https://github.com/uwdata/fast-kde-benchmarks
### P…
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Postgres in 9.5 introduced the `TABLESAMPLE` clause:
> A TABLESAMPLE clause after a table_name indicates that the specified sampling_method should be used to retrieve a subset of the rows in that tab…
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Currently random prime generation starts from a random number and runs a sieve until a prime is found. This can introduce bias, selecting primes with large leads more often. Some assorted consideratio…