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Sponsored by
Vmake Labs Video Enhancer
dicta-il / dictalm2.0-GGUF
Model's Last Updated: July 11 2024
text-generation
Introduction of dictalm2.0-GGUF
Model Details of dictalm2.0-GGUF
Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities
The DictaLM-2.0 Large Language Model (LLM) is a pretrained generative text model with 7 billion parameters trained to specialize in Hebrew text.
For full details of this model please read our release blog post or the technical report .
This is the base model designed for completion (not for chat!) in the GGUF format for use with llama.cpp.
There are two versions available - float16 precision (
*.F16.gguf
) and 4-bit quantized precision (
*.Q4_K_M.gguf
).
You can view and access the full collection of base/instruct unquantized/quantized versions of
DictaLM-2.0
here
.
Model Architecture
DictaLM-2.0 is based on the Mistral-7B-v0.1 model with the following changes:
- An extended tokenizer with 1,000 injected tokens specifically for Hebrew, increasing the compression rate from 5.78 tokens/word to 2.76 tokens/word.
- Continued pretraining on over 190B tokens of naturally occuring text, 50% Hebrew and 50% English.
Notice
DictaLM 2.0 is a pretrained base model and therefore does not have any moderation mechanisms.
Citation
If you use this model, please cite:
@misc{shmidman2024adaptingllmshebrewunveiling,
title={Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities},
author={Shaltiel Shmidman and Avi Shmidman and Amir DN Cohen and Moshe Koppel},
year={2024},
eprint={2407.07080},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2407.07080},
}
Runs of dicta-il dictalm2.0-GGUF on huggingface.co
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More Information About dictalm2.0-GGUF huggingface.co Model
Url of dictalm2.0-GGUF
dictalm2.0-GGUF huggingface.co Url
Provider of dictalm2.0-GGUF huggingface.co
Other API from dicta-il
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