It is a extra sophisticated structure than alpaca or sharegpt, where by Unique tokens have been extra to denote the start and finish of any switch, in conjunction with roles for that turns.
The enter and output are always of dimensions n_tokens x n_embd: Just one row for each token, Every single the scale from the design’s dimension.
MythoMax-L2–13B is a unique NLP model that mixes the strengths of MythoMix, MythoLogic-L2, and Huginn. It makes use of a highly experimental tensor sort merge procedure to ensure improved coherency and enhanced performance. The product consists of 363 tensors, Each and every with a singular ratio placed on it.
Be aware that working with Git with HF repos is strongly discouraged. It will be Significantly slower than employing huggingface-hub, and may use two times just as much disk Place because it has got to keep the model documents twice (it outlets every byte both equally within the intended focus on folder, and yet again during the .git folder as a blob.)
MythoMax-L2–13B presents various vital pros which make it a most popular option for NLP apps. The design delivers Improved efficiency metrics, thanks to its larger size and enhanced coherency. It outperforms past more info styles regarding GPU use and inference time.
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Filtering was intensive of those public datasets, as well as conversion of all formats to ShareGPT, which was then further more remodeled by axolotl to implement ChatML.
To exhibit their model high quality, we follow llama.cpp To judge their perplexity on wiki examination established. Effects are proven below:
Technique prompts at the moment are a factor that issues! Hermes two.five was experienced to have the ability to benefit from procedure prompts from the prompt to more strongly have interaction in Guidance that span over many turns.
This offers a possibility to mitigate and ultimately fix injections, given that the model can inform which Guidance come from the developer, the consumer, or its individual enter. ~ OpenAI
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As a result of small utilization this model is changed by Gryphe/MythoMax-L2-13b. Your inference requests are still Doing the job but These are redirected. You should update your code to employ One more product.
On the list of troubles of creating a conversational interface determined by LLMs, would be the notion sequencing prompt nodes