Giter Club home page Giter Club logo

Comments (3)

zifeitong avatar zifeitong commented on July 3, 2024 1

Something like this: model = LLM(..., enable_chunked_prefill=True, max_num_batched_tokens=512, gpu_memory_utilization=0.9)

Try smaller values of gpu_memory_utilization and/or max_num_batched_tokens if you still see OOM.

from vllm.

zifeitong avatar zifeitong commented on July 3, 2024

There is a pending PR trying to address this problem: #5355.

Meanwhile, you can try the chunked prefill feature which worked for me as a workaround: https://docs.vllm.ai/en/latest/models/performance.html#chunked-prefill.

from vllm.

janphilippfranken avatar janphilippfranken commented on July 3, 2024

would you mind sharing your code? let's say i have n_prompts=10, and set prompt_logprobs=0, i'd ideally get the logprobs for all 10 prompts using a single call model.generate(prompts=prompts, sampling_params=sampling_params).

from vllm.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.