Comments (3)
dlwh
commented on August 15, 2024
one random note is that according to https://medium.com/@duhroach/optimal-size-of-a-cloud-storage-fetch-8c270b511016 you should aim to read ~1MB chunks, though that's against the HTTP api so presumably the native API is more efficient?
from levanter.
dlwh
commented on August 15, 2024
(also maybe i should just accept pre-declaring how big the sequences are and reprocessing whenever you change that so we can shuffle up front.)
from levanter.
dlwh
commented on August 15, 2024
Updated design doc:
https://gist.github.com/dlwh/88ae0ef4efdc03fff2d3ade8d2f11ee6
from levanter.
Related Issues (20)
- Fix docs for warmup/warmup_ratio
- Don't use gpt2 tokenizer etc in tests HOT 5
- Make HFCheckpointConverter not need to load the whole model into cpu ram
- LoRA OOM on a v4-8 with a 34B model HOT 26
- Integrate Pallas TPU Flash Attention
- Remove hack around long sequence lengths for llama tokenizer
- skip_if_hf_model_not_accessible always skips, even for accessible models HOT 1
- Add docs for installing TE from source HOT 2
- Add Gemma support HOT 4
- Add Mixtral support HOT 3
- Recommended citation for Levanter? HOT 4
- Throughput on A100/H100? HOT 2
- Dependency Issues with Scipy and Pyaml-Include HOT 4
- Add TPU Metrics to Weights and Biases Logging HOT 3
- Redo eval loss loop to loop through all domains at once, support tags HOT 2
- add bpb metric
- LoRA layers via dispatch HOT 4
- Clean up the story for overriding hf configs (e.g. for scan_layers)
- wire up llm-eval-harness
- Llama 3 HOT 20
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from levanter.