Comments (2)
Hi @Di-Zayn, note that you will need to also modify the configuration used for DeepSpeed ZeRO 3, as the one they share is the one is suited for a VM with 8 x A100 80GB, so to suit your needs you may need to add the flags required to load and train using a lower precision.
Anyway not sure about how to fine-tune that using NF4, but maybe https://www.deepspeed.ai/tutorials/MoQ-tutorial/#deepspeed-configuration-file is worth checking?
from alignment-handbook.
@Di-Zayn hey, did you manage to resolve the problem?
from alignment-handbook.
Related Issues (20)
- Reward Modeling Support
- DPO loss on different datasets
- Using MT-Bench to evaluate zephyr HOT 2
- About DPO formatting before fine-tuning HOT 4
- system message being included in chosen & rejected when chat_template inserts system message HOT 2
- Cost of Generating a Dataset for Constitutional AI
- ImportError: Flash Attention 2 is not available
- (QLoRA) DPO without previous SFT HOT 1
- DPO recipe saves a float32 model
- Zephyr-dpo-full Checkpoints perform poorly on TruthfulQA. HOT 1
- cannot replicate DPO results of zephyr HOT 5
- Major bug: Chat template is not actually applied in run_sft.py and run_dpo.py HOT 7
- Estimated Time for SFT Fine-Tuning of Mistral-7B Model HOT 1
- Minor question about PAD token and EOS token. HOT 2
- Downloading latest CUDA version (11.6 or above) for MacOS to use FlashAttention
- Not able to run Zephyr 7B Gemma with 4 80GB A100s HOT 1
- Early Stopping Issue when used with ConstantLengthDataset
- Is there a way to freeze some layers of a model ?
- Missing config_qlora.yaml
- How to select parts to bp in sft
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 alignment-handbook.