Danni (Danqing) Zhang

multi-gpu training & maml baseline

13

Hi thank you so much for the codebase! I am looking for a multi-gpu PyTorch maml implementations. I am wondering if I can use your codebase for this. For the...

Hi thanks for the work! I have some question on some implementations for stage 2 https://github.com/cliang1453/BOND/blob/master/run_self_training_ner.py#L204-L215 From the code, I can see stage 1 and stage 2 share the same...

Hi Axel, really nice work! I am wondering if the data for the LSTM MDN and also the weight.h5 could be provided? Thanks a lot! Best, Danqing

training time and multi gpu

2

您好，请问这个代码库支持multi gpu么。以及比如跑conll2003的实验，一个gpu大致需要多长时间呢？我现在在aws ec2的p324dn上跑conlll2003的实验，发现时间非常长。十分感谢，期待回复！

Is the model able to handle partially annotated training data?

2

Hi, I am looking into the data (for example conll2003). Although for different entity, we can generate different context, query pair. For each context, we have to generate the (context,...

is there a plan to migrate to huggingface transformers?

1

Many thanks for your repo, this is very useful. I am just wondering if there is any plan to migrate to huggingface transformers? (like this: https://github.com/huggingface/transformers/tree/master/examples/question-answering)

why loading pile files instead of loading images?

1

I saw other implementations loading images from the train/val/test folders as the preprocessing step. https://github.com/yaoyao-liu/mini-imagenet-tools I am just curious if using pickle to load the data all at once is...

streaming support for LLM, from huggingface

1

[from the notebook ](https://github.com/hwchase17/langchain/blob/master/docs/modules/models/llms/examples/streaming_llm.ipynb ) It says: LangChain provides streaming support for LLMs. Currently, we support streaming for the OpenAI, ChatOpenAI. and Anthropic implementations, but streaming support for other LLM...

Hello, I greatly appreciate the RLHF repository you have provided. Previously, I was using trlx, but after switching to this repository, my main concern is about experiment logging and evaluation....

### Question I attempted to download the blip_laion_cc_sbu_558k images using their provided URLs in the metadata.json file, but I discovered that some images are inaccessible. I'm wondering if this might...