Search Results for author: Pin Yu Chen

Found 3 papers, 2 papers with code

Language Agnostic Code Embeddings

no code implementations25 Oct 2023 Saiteja Utpala, Alex Gu, Pin Yu Chen

Recently, code language models have achieved notable advancements in addressing a diverse array of essential code comprehension and generation tasks.

Retrieval

Locally Differentially Private Document Generation Using Zero Shot Prompting

1 code implementation24 Oct 2023 Saiteja Utpala, Sara Hooker, Pin Yu Chen

Numerous studies have highlighted the privacy risks associated with pretrained large language models.

Language Modelling

Uncovering the Hidden Cost of Model Compression

1 code implementation29 Aug 2023 Diganta Misra, Muawiz Chaudhary, Agam Goyal, Bharat Runwal, Pin Yu Chen

This empirical investigation underscores the need for a nuanced understanding beyond mere accuracy in sparse and quantized settings, thereby paving the way for further exploration in Visual Prompting techniques tailored for sparse and quantized models.

Model Compression Quantization +2

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