OpenELM: An Efficient Language Model Family with Open Training and Inference Framework · HackerPapers discussions

OpenELM: An Efficient Language Model Family with Open Training and Inference Framework — mentioned by sharma-arjun

Sat, 11 May 2024 16:52:15 GMT

This indeed seems to have been a heavy focus of their research team in the past year, eg. "Efficient Large Language Model Inference with Limited Memory" [1] and OpenELM [2] [1] https://arxiv.org/pdf/2312.11514 [2] https://arxiv.org/pdf/2404.14619 (with 1.1B parameters, this appears to be their attempt at building a lightweight LLM)

Paper and discussion history. A mention is not an endorsement.

OpenELM: An Efficient Language Model Family with Open Training and Inference Framework — mentioned by GeekyBear

Fri, 26 Apr 2024 18:12:27 GMT

Publicly available datasets were used. > our release includes the complete framework for training and evaluation of the language model on publicly available datasets, including training logs, multiple checkpoints, and pre-training configurations https://arxiv.org/abs/2404.14619v1

Paper and discussion history. A mention is not an endorsement.

OpenELM: An Efficient Language Model Family with Open Training and Inference Framework — HN submission

Wed, 24 Apr 2024 17:39:22 GMT

OpenELM: An Efficient Language Model Family by Apple

4 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

OpenELM: An Efficient Language Model Family with Open Training and Inference Framework — HN submission

Wed, 24 Apr 2024 14:58:55 GMT

OpenELM: Efficient Language Model Family with Open-Source Training and Inference

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

OpenELM: An Efficient Language Model Family with Open Training and Inference Framework — mentioned by benob

Wed, 24 Apr 2024 08:51:11 GMT

> OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework https://arxiv.org/abs/2404.14619 Apple is pushing for open information on LLM training? World is changing...

Paper and discussion history. A mention is not an endorsement.

OpenELM: An Efficient Language Model Family with Open Training and Inference Framework — HN submission

Wed, 24 Apr 2024 06:40:43 GMT

OpenELM: An Efficient Language Model Family with Open-Source Training, Inference

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

OpenELM: An Efficient Language Model Family with Open Training and Inference Framework — mentioned by panqueca

Wed, 24 Apr 2024 04:53:11 GMT

ArXiv Paper: https://arxiv.org/abs/2404.14619

Paper and discussion history. A mention is not an endorsement.