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README.md

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-license: apache-2.0
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+---
+language:
+- en
+license: apache-2.0
+---
+
+<div align="center">
+  <b style="font-size: 40px;">Zion_Alpha_Instruction_Tuned_GGUF</b>
+
+
+</div>
+
+
+<img src="https://i.imgur.com/e1LEQ18.png" alt="Zion_Alpha_Instruction_Tuned_GGUF" 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>
+
+[![Zion_Alpha Story writing](https://img.youtube.com/vi/YYKeovnS0do/0.jpg)](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>
+
+[![Zion_Alpha Story writing](https://img.youtube.com/vi/YYKeovnS0do/0.jpg)](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>
+
+[![Zion_Alpha Story writing](https://img.youtube.com/vi/YYKeovnS0do/0.jpg)](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 🙏🏻
+