emadm

7 ms·

31.
by emadm 3y ago
a16z are investors in openai
32.
by emadm 3y ago
Sd turbo runs nicely on a m2 MacBook Air (as does stable lm 2!) Much faster models will come
33.
by emadm 3y ago
If you try diffusionGPT with regional prompting added and a GAN corrector you can get a good idea of what is possible https://diffusiongpt.github.io
34.
by emadm 3y ago
Tbh I think these models will largely be trained on synthetic datasets in the future. They are mostly trained on garbage now. We have been doing opt outs on these, has been interesting to see quality differential (or lack thereof), eg remov
35.
by emadm 3y ago
We should, we haven't yet... Instead we've given 10m+ supercomputer hours in grants to all sorts of projects, now we have our grant team in place & there is a huge increase in available funding for folk that can actually build
36.
by emadm 3y ago
Code is MIT, weights are under the NC license for now.
37.
by emadm 3y ago
https://x.com/EMostaque/status/1649152422634221593?s=20 We now have top models of every type, sites like www.stableaudio.com, memberships, custom model deals etc so lots of demand We're the only AI company th
38.
by emadm 3y ago
Dom and Pablo both work for Stability AI (Dom finishing his degree). All the original Stable Diffusion researchers (Robin Rombach, Patrick Esser, Dominik Lorenz, Andreas Blattman) also work for Stability AI.
39.
by emadm 3y ago
stableaudio.com is fully licensed, music is an interesting area https://www.musicbusinessworldwide.com/stability-ai-launches...
40.
by emadm 3y ago
Yeah, we build ComfyUI so you can imagine what is coming soon around that. Need to add more stuff to my Soundcloud https://on.soundcloud.com/XrqNb
41.
by emadm 3y ago
Particularly interesting with the scaled up version of https://www.text-description-to-speech.com Do try https://www.stableaudio.com for rights licensed model you can use commercially.
42.
by emadm 3y ago
This is part of a paper on the prior version of the model: https://x.com/stableaudio/status/1755558334797685089?s=20 https://arxiv.org/abs/2402.04825 Which outperforms similar music models. T
43.
by emadm 3y ago
There is a CC licensed version soon plus API. Models are advancing very fast, will be quite the year for music.
44.
by emadm 3y ago
It's a complex topic and perceptions change. Ed still likes Stability, especially as we fully trained stable audio on rights licensed data (bit different in audio to other media types), offer opt out of datasets etc.
45.
by emadm 3y ago
Training on 1k+ v5p and h100 this isn’t true. We get 400 tflops per chip on v5p int8 and 650 fp8 for h100s H100s are less stable training though. V5ps are about the same as intel gaudi2s and both are cheaper than h100s price/perf Gaudi
46.
by emadm 3y ago
There are not enough cats on the internet. We are working to fix this.
47.
by emadm 3y ago
Yeah, Phi-2 is weird on chat, StableLM beats it on some metrics, Phi-2 does on others but also doesn't really have system integration yet. The base model of StableLM 3b zephyr is actually under an even more permissive license (we didn&
48.
by emadm 3y ago
Yeah there is going to be a big push into Comfy and some very interesting new models coming ^_^
49.
by emadm 3y ago
We made our last language model fully reproducible including all datasets, training details, hyper parameters etc: https://stability.wandb.io/stability-llm/stable-lm/reports/S...
50.
by emadm 3y ago
Membership with upsell to support, custom models and more Plus licensed variant models like stable audio and on chip installation like arm for specialist models eg Japanese law or Indonesian accounting
51.
by emadm 3y ago
We released a competitor to runway recently that beat it on blind tests, plus way faster image in sdxl turbo We have been working on ComfyUI for the next step and new image models Midjourney and others are pipelines versus models so we have
52.
by emadm 3y ago
3b is good for 8gb MacBook Air etc. 7b is slightly too big. Sure these will continue to improve, phi2 is a good base as well
53.
by emadm 3y ago
Business model is bundling so you have a one stop shop for good quality models of every modality and cultural variants of them. These go on bedrock, on chip, on prem etc and our consulting partners take them to the end user. On the innovati
54.
by emadm 3y ago
Just run stable lm zephyr https://huggingface.co/TheBloke/stablelm-zephyr-3b-GGUF
55.
by emadm 3y ago
StableLM-Zephyr outperforms original GPT3, Falcon 40b instruct, Guacano 65b etc and runs on cpu On windows you can get it via lmstudio.ai for example Here is ur running on a MacBook M2 Air, we have smaller, more performant models coming ht
56.
by emadm 3y ago
With all the new national supercomputers scale isn’t really going to be an issue, they all want large language models on 10k GH200s or whatever and the libraries are getting easier to use
57.
by emadm 3y ago
I think its also tough at the early stage of the diffusion (aha) of innovation curve, we are at the point of early adopters and high churn before mass adoption of these technologies over the coming years as they are good enough, fast enough
58.
by emadm 3y ago
With convertible debt and many of these rounds investors get the first money out, so the first 450m would go to the investors.
59.
by emadm 3y ago
It’s kinda weird thinking deep tech companies should be profitable a year in. Like it takes time to make lots of money and it’s really hard to build state of the art models. Reality is this market is huge and growing massively as it is so m
60.
by emadm 3y ago
Main barrier right now is access to supercompute and how to run it, everything is standardising quickly in the space

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