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Sponsored by
PostMcpAi
tiiuae / Falcon-H1-Tiny-90M-Instruct-pre-DPO
Model's Last Updated: January 16 2026
text-generation
Introduction of Falcon-H1-Tiny-90M-Instruct-pre-DPO
Model Details of Falcon-H1-Tiny-90M-Instruct-pre-DPO
Table of Contents
TL;DR
Model Details
Model Description
- Developed by: https://www.tii.ae
- Model type: Causal decoder-only
- Architecture: Hybrid Transformers + Mamba architecture
- Language(s) (NLP): English
- Number of Parameters: 90M
- License: Falcon-LLM License
Training details
For more details about the training protocol of this model, please refer to the Tiny-H1 technical blogpost .
Usage
Currently to use this model you can either rely on Hugging Face
transformers
,
vLLM
,
sglang
,
llama.cpp
,
ollama
or
mlx
library.
Inference
🤗 transformers
Refer to the snippet below to run H1 models using 🤗 transformers:
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
model_id = "tiiuae/Falcon-H1-Tiny-90M-Instruct-pre-DPO"
model = AutoModelForCausalLM.from_pretrained(
model_id,
torch_dtype=torch.bfloat16,
device_map="auto"
)
# Perform text generation
or
transformers serve tiiuae/Falcon-H1-Tiny-90M-Instruct-pre-DPO
llama.cpp
You can find all GGUF files compatible with
llama.cpp
under
our official collection
- an example setup could be:
brew install llama.cpp
pip install huggingface_hub
hf download tiiuae/Falcon-H1-Tiny-90M-Instruct-pre-DPO Falcon-H1-Tiny-90M-Instruct-pre-DPO-Q8_0.gguf --local-dir ./
llama-cli ./ Falcon-H1-Tiny-90M-Instruct-pre-DPO-Q8_0.gguf -cnv
ollama
ollama run hf.co/tiiuae/Falcon-H1-Tiny-90M-Instruct-pre-DPO:Q8_0
Apple
mlx
mlx_lm.chat --model tiiuae/Tiny-H1-SF
vLLM
For vLLM, simply start a server by executing the command below:
# pip install vllm>=0.9.0
vllm serve tiiuae/Falcon-H1-Tiny-90M-Instruct-pre-DPO --tensor-parallel-size 2 --data-parallel-size 1
sglang
python -m sglang.launch_server \
--model ttiiuae/Falcon-H1-Tiny-90M-Instruct-pre-DPO \
--tensor-parallel-size 1
Evaluation
For detailed evaluation of Tiny-H1 series, please refer to our technical blogpost
Useful links
- View our release blogpost .
- Feel free to join our discord server if you have any questions or to interact with our researchers and developers.
Citation
If the Tiny-H1 family of models were helpful to your work, feel free to give us a cite.
@misc{team2025_tiny_h1_a_series_of_extremely_small_yet_powerful_language_models_redefining_capabilities_at_small_scale,
title={Tiny-H1: A series of extremely small, yet powerful language models redefining capabilities at small scale},
author={Falcon-LLM Team},
year={2025},
}
Runs of tiiuae Falcon-H1-Tiny-90M-Instruct-pre-DPO on huggingface.co
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More Information About Falcon-H1-Tiny-90M-Instruct-pre-DPO huggingface.co Model
Url of Falcon-H1-Tiny-90M-Instruct-pre-DPO
Falcon-H1-Tiny-90M-Instruct-pre-DPO huggingface.co Url
Provider of Falcon-H1-Tiny-90M-Instruct-pre-DPO huggingface.co
Other API from tiiuae
Updated:October 12 2024
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