4 ms·
I realize that this is essentially a ridiculous question, but has anyone offered a qualitative evaluation of these benchmarks? Like, I feel that GPT-4 (pre-turb
by carbocation 3y ago
I realize that this is essentially a ridiculous question, but has anyone offered a qualitative evaluation of these benchmarks? Like, I feel that GPT-4 (pre-turbo) was an extremely powerful model for almost anything I wanted help with. Whereas I feel like Bard is not great. So does this mean that my experience aligns with "HellaSwag"?
- tarruda 3y agoI get what you mean, but what would such "qualitative evaluation" look like?
- carbocation 3y agoI think my ideal might be as simple as a few people who spend a lot of time with various models describing their experiences in separate blog posts.
- tarruda 3y agoI see. I can't give any anecdotal evidence on ChatGPT/Gemini/Bard, but I've been running small LLMs locally over the past few months and have amazing experience with these two models: - https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B (general usage) - https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instr... (coding) OpenChat 3.5 is also very good for general usage, but IMO NeuralHermes surpassed it significantly, so I switched a few days ago.
- carbocation 3y agoThanks! I’ve had a good experience with the deepseek-coder:33b so maybe they’re on to something.
- fasttransients 3y agoThank you for the suggestions – really helpful for my hobby project. Can't run anything bigger than 7B on my local setup, which is a fun constraint to play with.
- p_j_w 3y ago>Like, I feel that GPT-4 (pre-turbo) was an extremely powerful model for almost anything I wanted help with. Whereas I feel like Bard is not great. So does this mean that my experience aligns with "HellaSwag"? It doesn't mean that at all because Gemini Turbo isn't available in Bard yet.
- carbocation 3y agoI am not sure what Gemini Turbo is. Perhaps you meant Gemini Ultra? Because Gemini Pro (which is in this table) is currently accessible in Bard.
- p_j_w 3y agoYes, that's what I meant.