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tiiuae / Falcon3-10B-Base-1.58bit
Model's Last Updated: December 20 2024
text-generation
Introduction of Falcon3-10B-Base-1.58bit
Model Details of Falcon3-10B-Base-1.58bit
Table of Contents
TL;DR
Model Details
Model Description
- Developed by: https://www.tii.ae
- Model type: Causal decoder-only
- Architecture: Pure-transformer - 1.58bit version
- Language(s) (NLP): Mainly English
- License: TII Falcon License 2.0
Training details
The model has been trained following the training strategies from the recent 1-bit LLM HF blogpost and 1-bit LLM paper . For more details about the training protocol of this model, please refer to the Falcon-3 technical report, section Compression .
Usage
Currently to use this model you can either rely on Hugging Face transformers library or BitNet library. You can also play with the model using the falcon-1.58bit playground (only for the 7B instruct version).
🤗 transformers
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
model_id = "tiiuae/Falcon3-10B-Base-1.58bit"
model = AutoModelForCausalLM.from_pretrained(
model_id,
torch_dtype=torch.bfloat16,
).to("cuda")
# Perform text generation
BitNet
git clone https://github.com/microsoft/BitNet && cd BitNet
pip install -r requirements.txt
python setup_env.py --hf-repo tiiuae/Falcon3-10B-Base-1.58bit -q i2_s
python run_inference.py -m models/Falcon3-10B-1.58bit/ggml-model-i2_s.gguf -p "You are a helpful assistant" -cnv
Evaluation
Coming soon ..
Citation
Coming soon ..
Runs of tiiuae Falcon3-10B-Base-1.58bit on huggingface.co
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More Information About Falcon3-10B-Base-1.58bit huggingface.co Model
Url of Falcon3-10B-Base-1.58bit
Falcon3-10B-Base-1.58bit huggingface.co Url
Provider of Falcon3-10B-Base-1.58bit huggingface.co
Other API from tiiuae
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