non deterministic - Seeking Assistance on Achieving Determinism in ...
Aug 5, 2024 · I’m currently working on a project that requires generating 100% reproducible outputs from OpenAI’s GPT-4 model for the same input prompt. Despite experimenting with various parameters …
AssemblyVersion using * fails with error "wildcards, which are not ...
Dec 14, 2018 · The specified version string contains wildcards, which are not compatible with determinism. Either remove wildcards from the version string, or disable determinism for this …
How to handle non-determinism when training on a GPU?
Jun 7, 2018 · 29 TL;DR Non-determinism for a priori deterministic operations come from concurrent (multi-threaded) implementations. Despite constant progress on that front, TensorFlow does not …
How can I ensure deterministic text generation with vLLM, and does it ...
Feb 25, 2025 · I am working on a project that uses vLLM for text generation. I need consistent (deterministic) outputs across runs when using the same prompt and sampling settings. I've tried …
Replicating GPU environment across architectures - Stack Overflow
Feb 26, 2025 · Achieving bit-for-bit determinism across different GPU architectures is EXTREMELY hard, if not completely impossible. In my experience, training a model on an a100 vs v100 for …
Non determinism problem in TensorFlow 2.16.1 - Stack Overflow
Oct 1, 2024 · Non determinism problem in TensorFlow 2.16.1 Asked 1 year, 6 months ago Modified 1 year, 6 months ago Viewed 238 times
Can OpenAI chat completions be fully deterministic?
Aug 6, 2023 · Can floats that the tensors are made of be fully deterministic? :) For "full determinism" there would have to be a KV cache on their side. It might be possible to implement it yourself …
Edit deterministic value in WinForms desktop application project to ...
Aug 15, 2021 · In C# WinForms desktop application, according The specified version string contains wildcards, which are not compatible with determinism I've to change …
Are floating point operations deterministic when running in multiple ...
May 15, 2022 · According to the accepted answer to floating point processor non-determinism?, C++ floating point is not non-deterministic. The same sequence of instructions will give the same results.
python - What is the difference between 'torch.backends.cudnn ...
Feb 10, 2021 · torch.backends.cudnn.deterministic=True only applies to CUDA convolution operations, and nothing else. Therefore, no, it will not guarantee that your training process is deterministic, since …