Zephyr is a series of language models that are trained to act as helpful assistants. Zephyr-7B-α is the first model in the series, and is a fine-tuned version of mistralai/Mistral-7B-v0.1 that was trained on on a mix of publicly available, synthetic datasets using Direct Preference Optimization (DPO). We found that removing the in-built alignment... See more
New prompts dropped @ingo This is very important to my career. You’d better be sure. Are you sure that’s your final answer? Believe in your abilities and strive for excellence. Your hard work will yield remarkable results. Are you sure that's your final answer? It might be worth taking another look.
Over time, ML pipelines may turn into “jungles” of rules and models . Sculley et al . [87] introduce the phrase “pipeline jungles” (i.e., different versions of data transformations and models glued together), which was later adopted by participants in our study. While prior work demonstrates their existence and maintenance challenges, we provide... See more
The Mac Studio is an absolute monster for inferencing; but there are a couple of caveats.
Its slower, pound for pound, than a 4090 when dealing with models the 4090 can fit in its VRAM. So a 13b model on the 4090 is almost twice as fast as it running on the M2.
The M1 Ultra Mac Studio with 128GB costs far less ($3700 or so) and the inference speed is
If you want to understand what a part of a brain does, you have to answer:- What connections does that brain are make (inputs, outputs)?- Where was it early in childhood development?- When and why did it evolve?