Shishir Patil

Encoder and Decoder RNN

1

The paper - Semi-supervised Sequence Learning(https://arxiv.org/abs/1511.01432) - states that for training of SA-LSTM, they used the same LSTM for both encoding and for decoding. However, this implementation uses 2 LSTMs...

The requester pays logic has code-replication in `skyplane/cli/cli.py`. This needs to be abstracted out.

`skyplane deprovision` is broken for Azure

1

Any transfer involving Azure with `--reuse-gateways` followed by `skyplane deprovision` will leave orphaned resources. Skyplane deprovision should clean up VPNs, etc.

replicate_random() should support same region

1

Given the current evolution of skyplane, we should make replicate_random between src==dest to move data between 2 machines within the same region. https://github.com/skyplane-project/skyplane/blob/b5e06b7cac1a1d6c737d448666666d805316608b/skyplane/cli/cli_internal.py#L39

Ctrl-C during a deprovision operation should ask the user for confirmation to exit

4

~Need a way to interrupt `skyplane cp` transfers mid-way by the user.~ We currently prevent users from exiting during a deprovision operation to avoid leaked VMs. A Ctrl-C during deprovision...

skyplane deprovision

1

Error log for `skyplane deprovision` ``` ⠧ Querying clouds for instances ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0/24 0:00:0422:31:42 [ERROR] Error running get_instance_list: DefaultAzureCredential failed to retrieve a token from the included credentials. Attempted credentials:...

Avoid reading recursive objects if we don't transfer

3

A skyplane cp s3://source s3://dest where each bucket has sub-directories will result in the following error ``` ❌ In order to transfer objects using a prefix, you must use the...

Support Gorilla models on HF Sagemaker Container

2

Hi Team, Some of our users are interested in launching and running Gorilla LLM models on sagemaker. I couldn't tell from [this](https://github.com/huggingface/blog/blob/main/sagemaker-huggingface-llm.md) blog if that was possible? An update would...

POET produces the energy-optimal solution given a memory and timing budget. It might be interesting to see the Energy-Memory tradeoff space. The pareto curve visualizes this by plotting the energy...

**Problem to be solved** For some use-cases, especially for on-prem, skyplane may not be able to launch gateway instances - reasons include permissions, lack to visibility into IP addresses, etc....