4 ms·
Compete with Llama.cpp? Like transformers llama [0], exllama [1] (really fast), or litllama [2] ? exllama is really memory efficient and really fast [0] https
by theaiquestion 3y ago
Compete with Llama.cpp? Like transformers llama [0], exllama [1] (really fast), or litllama [2] ?
exllama is really memory efficient and really fast
[0] https://huggingface.co/docs/transformers/main/model_doc/llama https://huggingface.co/docs/transformers/main/model_doc/llam...
[1] https://github.com/turboderp/exllama https://github.com/turboderp/exllama
[2] https://github.com/Lightning-AI/lit-llama https://github.com/Lightning-AI/lit-llama
EDIT: Or do you mean cuda? Because yeah, it's such a shame AMD's Rocm is so bad even geohot gave up. it's examples don't even run without crashing.
https://github.com/RadeonOpenCompute/ROCm/issues/2198#issuecomment-1574383483 https://github.com/RadeonOpenCompute/ROCm/issues/2198#issuec...
- dTal 3y agoThanks for the tip about exllama, I've been on the lookout for a readable python implementation to play with that is also fast and has support for quantized datasets.
- kayvr 3y agoAlso https://github.com/kayvr/TokenHawk https://github.com/kayvr/TokenHawk, a WebGPU implementation of LLaMA. edit: Note that this is my project.