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### Your current environment
### Anything you want to discuss about vllm.
### Your current environment
The output of `python collect_env.py`
```text
PyTorch version: 2.4.0+cu121
Is debug…
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Hi there! I have some questions about scalability of MDF: while connectomes between specific cells can usually be stored as some sort of sparse matrix with the from and to identifiers of the pre and p…
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# Recent radical innovation
There has been some radical innovation in graph processing the last few years
GraphBLAS efficiently represents and operates on graphs as sparse matrices. It provides …
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Hi Justin my frind i see your coding a queue system as engineer for distributed services i can tell you out of my expirence that arrays are much slower then in memory buffers.
# Solution one dequeu…
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**Describe the bug**
I encountered an issue when using DeepSpeed 0.12.4 with the [OpenChat trainer](https://github.com/imoneoi/openchat), where checkpointing failed and raised an NCCL error. However,…
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Hi,
I was wondering if GPU support (Nvidia/AMD) is on the roadmap?
artv3 updated
4 years ago
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From the [Sparse Direct Solver](https://portal.nersc.gov/project/sparse/strumpack/v6.3.1/sparse.html) section, it seems to use the general sparse LU factorization (when no compression is used). Is the…
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Hi, it's me again. The training is working great but when it comes to saving the checkpoint, I got this bug. Any ideas?
```
[rank0]: File "/workspace/train.py", line 230, in
[rank0]: train…
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The Criteo dataset is a 1TB dump of features around advertisements and whether or not someone clicked on the ad. It has a both dense and categorical/sparse data. I believe that the data is freely av…
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## Overview
Currently, accessing an object requires ray.get(), which downloads the entire object to a node. This means that applications must pre-split their objects to the granularity desired by r…
ericl updated
2 years ago