README.md

metadata

tags:
  - mamba2
license: mit
library_name: transformers

mamba2-780m-hf

Converted files of the original model at mamba2-780m to HF transformers compatible formats. Not affiliated with both the original authors or hf.

Usage

from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("AntonV/mamba2-780m-hf")
model = AutoModelForCausalLM.from_pretrained("AntonV/mamba2-780m-hf")

input_ids = tokenizer("Hey how are you doing?", return_tensors="pt")["input_ids"]
out = model.generate(input_ids, max_new_tokens=10)
print(tokenizer.batch_decode(out))

Citation

BibTeX:

@inproceedings{mamba2,
 title={Transformers are {SSM}s: Generalized Models and Efficient Algorithms Through Structured State Space Duality},
 author={Dao, Tri and Gu, Albert},
 booktitle={International Conference on Machine Learning (ICML)},
 year={2024}
}