Instructions to use google/flan-t5-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use google/flan-t5-base with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("google/flan-t5-base") model = AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-base", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
-
Evaluation results for google/flan-t5-base model as a base model for other tasks
As part of a research effort to identify high quality models in Huggingface that can serve as base models for further finetuning, we evaluated this by finetuning on 36 datasets. The model ranks 1st among all tested models for the google/t5-v1_1-base architecture as of 07/02/2023. To share this information with others in your model card, please add the following evaluation results to your README.md page. For more information please see https://ibm.github.io/model-recycling/ or contact me. Best regards, Elad Venezian eladv@il.ibm.com IBM Research AIae3bded
-
Adding `safetensors` variant of this model (#9)
- Adding `safetensors` variant of this model (0ff14384284b4f8d1dbead09ccc58a1b3ecc8e46) Co-authored-by: Luis Catacora <lucataco@users.noreply.huggingface.co>dc15260
-
Adding generation config file(s)
d224e0d
-
Update correct `gelu` function (#8)
- Update correct `gelu` function (d76732216083fbc26a721b5cf3a653978fdb64ef)c5050bc
-
Update README.md (#7)
- Update README.md (6159cc00953eb17571f41840fd0a590cacd727f7)c5674dc
-
Update README.md (#3)
- Update README.md (eaf5c16955459b3c599a94c806187ce7e4df0ae8)98d1823
-
Fix model name (#1)
- Fix model name (e7833bc34c6907231c404663e4d4546212d4ec07) Co-authored-by: Manuel Romero <mrm8488@users.noreply.huggingface.co>d2de2da -
Update README.md
fa5c922 -
Update README.md
caf3164 -
Create README.md
bef8395 -
add tf model
3c27a5f -
add tokenizer
1eae274 -
add pytorch weights
616dc34 -
Update config.json
72a2f2f -
add flax weights
ybelkada122b317 -
initial commit
Younes Belkadaf1efd95