|
--- |
|
language: |
|
- en |
|
license: apache-2.0 |
|
--- |
|
|
|
<div align="center"> |
|
<b style="font-size: 40px;">Zion_Alpha_Instruction_Tuned_SLERP</b> |
|
|
|
|
|
</div> |
|
|
|
|
|
<img src="https://i.imgur.com/e1LEQ18.png" alt="Zion_Alpha_Instruction_Tuned_SLERP" style="width: 50%; min-width: 400px; display: block; margin: auto;"> |
|
|
|
|
|
# Model Details |
|
|
|
Zion_Alpha is the first **REAL** Hebrew model in the world. This version WAS fine tuned for tasks. I did the finetune using SOTA techniques and using my insights from years of underwater basket weaving. If you wanna offer me a job, just add me on Facebook. |
|
|
|
# Future Plans |
|
I plan to perform a SLERP merge with one of my other fine-tuned models, which has a bit more knowledge about Israeli topics. Additionally, I might create a larger model using MergeKit, but we'll see how it goes. |
|
|
|
# Looking for Sponsors |
|
Since all my work is done on-premises, I am constrained by my current hardware. I would greatly appreciate any support in acquiring an A6000, which would enable me to train significantly larger models much faster. |
|
|
|
# Papers? |
|
Maybe. We'll see. No promises here 🤓 |
|
|
|
# Contact Details |
|
I'm not great at self-marketing (to say the least) and don't have any social media accounts. If you'd like to reach out to me, you can email me at [email protected]. Please note that this email might receive more messages than I can handle, so I apologize in advance if I can't respond to everyone. |
|
|
|
# Versions and QUANTS |
|
- Base model: [FP16](https://huggingface.co/SicariusSicariiStuff/Zion_Alpha) |
|
- Instruction tuned: [FP16](https://huggingface.co/SicariusSicariiStuff/Zion_Alpha_Instruction_Tuned) | [GGUF](https://huggingface.co/SicariusSicariiStuff/Zion_Alpha_Instruction_Tuned_GGUF) |
|
|
|
|
|
# Model architecture |
|
Based on Mistral 7B. I didn't even bother to alter the tokenizer. |
|
|
|
# The recommended prompt setting is Debug-deterministic: |
|
``` |
|
temperature: 1 |
|
top_p: 1 |
|
top_k: 1 |
|
typical_p: 1 |
|
min_p: 1 |
|
repetition_penalty: 1 |
|
``` |
|
|
|
# The recommended instruction template is Mistral: |
|
``` |
|
{%- for message in messages %} |
|
{%- if message['role'] == 'system' -%} |
|
{{- message['content'] -}} |
|
{%- else -%} |
|
{%- if message['role'] == 'user' -%} |
|
{{-'[INST] ' + message['content'].rstrip() + ' [/INST]'-}} |
|
{%- else -%} |
|
{{-'' + message['content'] + '</s>' -}} |
|
{%- endif -%} |
|
{%- endif -%} |
|
{%- endfor -%} |
|
{%- if add_generation_prompt -%} |
|
{{-''-}} |
|
{%- endif -%} |
|
``` |
|
# English to hebrew example: |
|
|
|
|
|
<div align="center"> |
|
<b style="font-size: 40px;">Zion_Alpha English to Hebrew example</b> |
|
|
|
|
|
</div> |
|
|
|
|
|
<img src="https://i.imgur.com/JnTuawF.png" alt="Zion_Alpha" style="width: 40%; min-width: 600px; display: block; margin: auto;"> |
|
|
|
|
|
# English to hebrew example: |
|
|
|
|
|
<div align="center"> |
|
<b style="font-size: 40px;">Zion_Alpha Hebrew to English example</b> |
|
|
|
|
|
</div> |
|
|
|
|
|
<img src="https://i.imgur.com/Wm2igLJ.png" alt="Zion_Alpha" style="width: 40%; min-width: 600px; display: block; margin: auto;"> |
|
|
|
|
|
<div align="center"> |
|
<b style="font-size: 30px;">Unscripted video: live zero shot demonstration at story writing capabilities in Hebrew</b> |
|
|
|
[](https://www.youtube.com/watch?v=YYKeovnS0do) |
|
</div> |
|
|
|
<div align="center"> |
|
<b style="font-size: 30px;">Zion_Alpha VS Mistral 'Hebrew' Live & unscripted in real time</b> |
|
|
|
[](https://www.youtube.com/watch?v=DQFtx8M2txc) |
|
</div> |
|
|
|
<div align="center"> |
|
<b style="font-size: 30px;">Zion_Alpha VS Mistral 'Hebrew' Live & unscripted in real time Long text translation</b> |
|
|
|
[](https://www.youtube.com/watch?v=w5fz3Ot6tH8) |
|
</div> |
|
|
|
### History |
|
The model was originally trained about 2 month after Mistral (v0.1) was released. |
|
As of 04 June 2024, Zion_Alpha got the **Highest SNLI score in the world** among open source models in Hebrew, surpassing most of the models by a huge margin. (**84.05** score) |
|
<img src="https://i.imgur.com/7HokS5w.png" alt="Zion_Alpha SNLI Score" style="width: 80%; min-width: 700px; display: block; margin: auto;"> |
|
|
|
### Support |
|
<img src="https://i.imgur.com/0lHHN95.png" alt="GPUs too expensive" style="width: 10%; min-width: 100px; display: block; margin: left;"> |
|
|
|
- [My Ko-fi page](https://ko-fi.com/sicarius) ALL donations will go for research resources and compute, every bit counts 🙏🏻 |
|
- [My Patreon](https://patreon.com/TenebraAI) ALL donations will go for research resources and compute, every bit counts 🙏🏻 |
|
|
|
|
