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Enterprise Java developers have a new superpower—drive GitHub Copilot from idiomatic Java code with annotations, virtual threads, and more. The post Using the GitHub Copilot SDK for Java appeared first on The GitHub Blog .
See how four GitHub agent apps can help you scope, secure, roll out, and ship a feature across the SDLC–all without leaving GitHub. The post How to bring your software delivery workflow into GitHub with agent apps appeared first on The GitHub Blog .
A practical GitHub Copilot workflow for prototyping, planning, implementing, and reviewing software without chasing every new AI tool. The post The harness is all you need (mostly) appeared first on The GitHub Blog .
Learn how to write your first prompt in the GitHub Copilot app, choose the right context and model, and start your first task with confidence. The post GitHub Copilot app for Beginners: Write your first prompt appeared first on The GitHub Blog .
Learn how I modernized an old codebase of mine using stacked sessions and pull requests in the GitHub Copilot app. The post Stacked sessions and pull requests in the GitHub Copilot app appeared first on The GitHub Blog .
Go beyond chat in the GitHub Copilot app with these slash commands. They'll help you plan, collaborate, automate, and customize your dev workflow. The post A guide to slash commands in the GitHub Copilot app appeared first on The GitHub Blog .
Add every registered Fastify plugin to a category (e.g. Databases, Authentication...) Given the increasing number of plugins (core or community) that fastify has, I think it would be a good idea to start thinking of categorizing them so Fastify users can easily discover them. Sometimes names are not as descriptive as…
Introduce startup validation in Fastify to check consistency between route parameters in path strings and schema definitions. Ensuring route parameter consistency to prevent runtime errors A pre-runtime check could catch these mismatches early, enhancing developer experience and application stability.
While looking at the onListen hook PR, I realized it is not that strict on how the application hooks refer to the instance. - onRoute has the reference to the instance in the this parameter - onRegister has the reference to the instance in the instance parameter - onClose has the reference to the instance in the insta…
Hello everyone, When using legacy fine-tuning, I find the OpenAI CLI extremely helpful due to its numerous tools. For instance, the Prepare Data Helper and the Create Fine-Tuning are particularly useful. However, these tools only apply to legacy models, which consist of JSON with prompt and completion keys. I propose…
I would like to have shell auto completion support to cli in this python library, which will make cli a more useful tool to play around with openai. Other examples: - GitHub CLI: https://cli.github.com/manual/gh_completion - Stripe CLI: https://stripe.com/docs/stripe-cli/autocomplete
On current main (5d242823c6de2bbc21d636b2995a38340bd2a16c), _create_file_store() calls tempfile.mkstemp() when no endpoint is supplied but discards the returned file descriptor without closing it. Relevant code: c10d_rendezvous_backend.py. FileStore opens the path independently, so the descriptor created by mkstemp()…
It is referenced in the docs but not defined anywhere. See also https://github.com/pytorch/pytorch/pull/130957 main cc @awgu @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @pragupta @msaroufim @dcci @aditvenk @weifengpy @svekars @sekyondaMeta @AlannaBurke @XilunWu @H-Huang @kwen2501 @c-p-i-o @brycebortree
Hi, collective operations do not work with torch.BoolTensors on backend gloo. Actually GENERATE_ALL_TYPES macro in torch/csrc/distributed/c10d/ProcessGroupGloo.cpp seems to raise RuntimeError: Invalid scalar type. To reproduce: This is also the case for all_gather, reduce, all_reduce and broadcast. Changing dtype=torc…
test/cpython/v3_13/ vendors CPython test files adapted for the Dynamo test harness. Each test_.py ships with a matching test_.diff recording the delta from the pristine upstream file at a tagged CPython release (tag in the file's Dynamo patch header, e.g. v3.13.5). Currently 47 .py/.diff pairs. These .diff files are g…
I'm trying to implement graceful exit on SLURM pre-emption. SLURM gives 10 minutes upon pre-emption (i.e., SIGTERM; sleep 600; SIGKILL), but it seems that torchrun will send a SIGKILL from the launcher to all the child processes after 30 seconds (based on this PR). Since graceful termination (e.g., saving checkpoint)…
Torch distributed offers two ways of doing distributed operations: - torch.distributed. - torch.distributed.nn. The second one wraps distributed ops, e.g. all_reduce`, with a function to propagate through gradients. This can very easily result in a very subtle error where users use the first, default path and get inco…
scatter_object_list should use the global rank of each device to check if it is the source rank as instead the current my_rank, which fails when the function is applied to a subgroup where the source has different local and global rank (local rank is the rank in the subgroup). For example, if I set src to its global r…
From the documentation page on torch.distributed (https://docs.pytorch.org/docs/stable/distributed.html), it seems like with the gloo backend, you should be able to initialise a distributed process group on CPU. However, when trying to do this, you actually get a ValueError: init_process_group device_id parameter must…
On current main (5d242823c6de2bbc21d636b2995a38340bd2a16c), torch.distributed.elastic.rendezvous.etcd_server.find_free_port() assigns s inside a try block but unconditionally calls s.close() from the except OSError block. Relevant code: etcd_server.py. If socket.socket() itself raises on the first address, s was never…
In the register_backend function of PyTorch's distributed Backend system, if the devices argument is passed as a string (e.g., "dummy"), the code incorrectly assigns it directly to Backend.backend_capability[name.lower()] without wrapping it in a list of a single string. As a result, the backend capability is interpre…
Repro: Create script "all_gather_test.py" containing: Run with : torchrun --nproc_per_node 4 all_gather_test.py I would expect the result to be a list of empty tensors; instead i get process aborts with signal 8 on all ranks. pythorch nightly Sept/15/2022 cc @awgu @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @prag…
As part of a larger effort to align Dynamo with CPython semantics, this issue proposes fixing incorrect inheritance relationships between VariableTrackers. For instance, FrozensetVariable and SetVariable share an inheritance but one is not a subclass of the other in CPython. The table below was created by claude with…
Hi, When creating a tensor from a non-contiguous NumPy array, e.g. and then using torch.distributed.gather, the tensor on the destination rank is not correct. Expected behaviour: either the tensor on the destination rank is equal to the tensor on the source rank, or, torch.distributed.gather throws an exception to let…