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**TL;DR**: The quotient $(f_i(X) - f_i(z))(X - z)$ can be moved **entirely** over the base field when the polynomial $f_i$ is defined over the base field, with a small overhead in the proof size and v…
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I checked the evaluate function and deep inside there is a function called 'embedding_factory'.
by default it use openai I put the whole function here.
def embedding_factory(
model: str = "text-e…
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This issue tracks inconsistencies between CPU / GPU op computation, gathering reports under a single umbrella.
In general, resolution will go one of two directions:
* Inconsistency is expected (se…
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Rate stream calculation often go between the space of rates and the space of accruals (e.g.: rate -> 1 + rate*time) or vice versa. This should be done the least number of times possible.
For examp…
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Guidance methods like APG (#9585 #9626) require conversion between noise and denoised predictions. The computation of these predictions varies across schedulers and depends on `prediction_type`. Curre…
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K-truss needs to be compared with another tool computing ktruss
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I propose we add an operator or keyword which can be used to bind values in computation expressions deep inside expressions (potentially arbitrarily), similar to C#'s await keyword, which can be used …
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Sadly, my equipment is not that high level. I wonder if there are any video memory requirements for this experiment? Can I lower my standards
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Hi
I am eager to contribute to this project and this might be something I contribute if it doesn't already exist.
The basic idea is that if I create a simd vector of length x and it contains ele…
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Thank you for your work!
One thing bothers me is that when computing anchor_dot_contrast in line 44 of losses.py, self.weight is added with sup_logit. I wonder why this computation.
Thank you!