Comments (4)
because i want use Multi round conversation data
from litgpt.
I think the easiest way here would be to use on of the existing datasets as templates. I remember that deita had multi turn questions in the dataset, so I added this as an option. Maybe this is helpful as a template for building your own datset:
Line 29 in cbbe9cd
But note that LitGTP otherwise doesn't do anything special for multi turn. It basically treat the data multiturn example as another regular input example during training.
from litgpt.
Thank you very much for your reply,I've read your explanation about Dora, it's excellent. Thank you.I hope to use it in the LitGPT project.
from litgpt.
Glad to hear you found it useful! There are currently so many todos, but yeah, adding DoRA to LitGPT some time would be great.
from litgpt.
Related Issues (20)
- how to pretrain llama2? HOT 4
- Python API
- Stream option HOT 3
- Resolve output characters garbled HOT 4
- Continually pretrained Llama2-7B-hf model inference is not working on 16GB GPU machine HOT 5
- how to pretrain llama2 in custom data? HOT 1
- Is there any best practice for using litdata to load custom data for pretraining? HOT 1
- performing continuous pretraining and then finetuning causes error HOT 3
- pretrain custom dataset gpu memory oom
- Create new CI API key HOT 1
- Some confusion about weight conversion, as I need to use other engineering to evaluate my LLM HOT 2
- Upgrade LitData
- validation output during finetuning HOT 3
- mistralai/Mistral-7B-v0.3 support HOT 4
- How to set max_iters HOT 5
- Specify cache for huggingface openwebtext download HOT 1
- Training lasts just 150 seconds for TinyLlama OpenWebtext dataset
- Mixtral 8x22B support HOT 4
- Using custom data for `Continue pretraining an LLM` HOT 4
- The difference between FSDPStrategy and DeepSpeedStrategy during pre-training
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 litgpt.