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README.md

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 ![SauerkrautLM]( "SauerkrautLM-7b-LaserChat")
 ## VAGO solutions SauerkrautLM-7b-LaserChat
 Introducing **SauerkrautLM-7b-LaserChat** – our Sauerkraut version of the powerful [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)  !
-The model "SauerkrautLM-7b-LaserChat" is a **joint effort* between **VAGO solutions** and **Hyperspace.ai.** Much appreciation goes to the tremendous research effort of **Fernando Fernandes Neto, David Golchinfar and Eric Hartford on their laserRMT approach.** Without their independent research collaboration this model release would not have possible. 
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+The model "SauerkrautLM-7b-LaserChat" is a **joint effort** between **VAGO solutions** and **Hyperspace.ai.** 
+Much appreciation goes to the tremendous research effort of **Fernando Fernandes Neto, David Golchinfar and Eric Hartford on their laserRMT approach.** 
+Without their independent research collaboration this model release would not have possible. 
 Fintuned with **SFT**
 Aligned with **DPO**
 **Using a novel training technique** using less VRAM and prevent less forgetting of the previous model while learning new specific abilities. It allows to evaluate the no free lunch theorem and make a better choice to optimize it - created by the [LaserRMT research group](https://github.com/cognitivecomputations/laserRMT)