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--- |
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language: |
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- en |
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license: apache-2.0 |
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--- |
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<div align="center"> |
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<b style="font-size: 40px;">Zion_Alpha_Instruction_Tuned</b> |
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</div> |
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<img src="https://i.imgur.com/e1LEQ18.png" alt="Zion_Alpha_Instruction_Tuned" style="width: 50%; min-width: 400px; display: block; margin: auto;"> |
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# Model Details |
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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. |
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# Future Plans |
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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. |
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# Looking for Sponsors |
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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. |
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# Papers? |
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Maybe. We'll see. No promises here 🤓 |
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# Contact Details |
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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. |
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# Versions and QUANTS |
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- Base model: [FP16](https://huggingface.co/SicariusSicariiStuff/Zion_Alpha) |
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- Instruction tuned: [FP16](https://huggingface.co/SicariusSicariiStuff/Zion_Alpha_Instruction_Tuned) | [GGUF](https://huggingface.co/SicariusSicariiStuff/Zion_Alpha_Instruction_Tuned_GGUF) |
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# Model architecture |
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Based on Mistral 7B. I didn't even bother to alter the tokenizer. |
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# The recommended prompt setting is Debug-deterministic: |
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``` |
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temperature: 1 |
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top_p: 1 |
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top_k: 1 |
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typical_p: 1 |
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min_p: 1 |
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repetition_penalty: 1 |
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``` |
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# The recommended instruction template is Mistral: |
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``` |
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{%- for message in messages %} |
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{%- if message['role'] == 'system' -%} |
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{{- message['content'] -}} |
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{%- else -%} |
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{%- if message['role'] == 'user' -%} |
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{{-'[INST] ' + message['content'].rstrip() + ' [/INST]'-}} |
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{%- else -%} |
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{{-'' + message['content'] + '</s>' -}} |
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{%- endif -%} |
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{%- endif -%} |
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{%- endfor -%} |
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{%- if add_generation_prompt -%} |
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{{-''-}} |
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{%- endif -%} |
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``` |
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# English to hebrew example: |
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<div align="center"> |
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<b style="font-size: 40px;">Zion_Alpha English to Hebrew example</b> |
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</div> |
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<img src="https://i.imgur.com/JnTuawF.png" alt="Zion_Alpha" style="width: 40%; min-width: 600px; display: block; margin: auto;"> |
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# English to hebrew example: |
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<div align="center"> |
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<b style="font-size: 40px;">Zion_Alpha Hebrew to English example</b> |
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</div> |
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<img src="https://i.imgur.com/Wm2igLJ.png" alt="Zion_Alpha" style="width: 40%; min-width: 600px; display: block; margin: auto;"> |
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<div align="center"> |
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<b style="font-size: 30px;">Unscripted video: live zero shot demonstration at story writing capabilities in Hebrew</b> |
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[](https://www.youtube.com/watch?v=YYKeovnS0do) |
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</div> |
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<div align="center"> |
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<b style="font-size: 30px;">Zion_Alpha VS Mistral 'Hebrew' Live & unscripted in real time</b> |
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[](https://www.youtube.com/watch?v=DQFtx8M2txc) |
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</div> |
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<div align="center"> |
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<b style="font-size: 30px;">Zion_Alpha VS Mistral 'Hebrew' Live & unscripted in real time Long text translation</b> |
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[](https://www.youtube.com/watch?v=w5fz3Ot6tH8) |
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</div> |
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### History |
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The model was originally trained about 2 month after Mistral (v0.1) was released. |
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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) |
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<img src="https://i.imgur.com/7HokS5w.png" alt="Zion_Alpha SNLI Score" style="width: 80%; min-width: 700px; display: block; margin: auto;"> |
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### Support |
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<img src="https://i.imgur.com/0lHHN95.png" alt="GPUs too expensive" style="width: 10%; min-width: 100px; display: block; margin: left;"> |
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- [My Ko-fi page](https://ko-fi.com/sicarius) ALL donations will go for research resources and compute, every bit counts 🙏🏻 |
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- [My Patreon](https://patreon.com/TenebraAI) ALL donations will go for research resources and compute, every bit counts 🙏🏻 |
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