Loading video...

Video Failed to Load

Go Home

This smalldiffusion project is really fun. It is a tiny library for training and sampling from diffusion models. I love efforts like this, they are much easier to play around with than big libraries like diffusers. Link:

alec_helbling's profile picture

Alec Helbling

10,779 subscribers

18,844 views • 1 year ago •via X (Twitter)

Science & Technology
LIVE

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

I'm really having fun with rigs, I just love how it makes the whole process far easier Also this is a WIP for an animation I'd like to make :)
0:14

I'm really having fun with rigs, I just love how it makes the whole process far easier Also this is a WIP for an animation I'd like to make :)

PurpleTourmaple - (Comms Open) 🔞

10,380 views • 2 years ago

Massive update for AI Engineers! Training diffusion models just got a lot easier. dLLM is an open-source library that does for diffusion models what Hugging Face did for transformers. Here's why this matters: Traditional autoregressive models generate text left-to-right, one token at a time. Diffusion models work differently - they refine the entire sequence iteratively, giving you better control over generation quality and more flexible editing capabilities. The problem? Building and training these models required stitching together scattered tools and reimplementing research papers from scratch. Most of the tooling has been scattered and is hard to reproduce. dLLM changes this: It unifies everything you need to train, evaluate, and deploy diffusion language models: ↳ Scalable training with LoRA, DeepSpeed, and FSDP support ↳ Unified evaluation that abstracts away inference complexity ↳ Ready-to-use recipes for pretraining, finetuning, and evaluation The library includes implementations of models like LLaDA and Dream, plus training algorithms like Edit Flows that enable insertion, deletion, and substitution operations. The team just released ModernBERT-Chat models showing you can turn BERT into lightweight chatbots through masked instruction tuning. This is practical and worth exploring. The setup is straightforward. Run locally with Accelerate or scale to multi-node clusters with Slurm. If you're working with language models and want to explore diffusion-based approaches without rebuilding infrastructure, dLLM gives you a production-ready starting point. Link to the repo in the next tweet.
0:14

Massive update for AI Engineers! Training diffusion models just got a lot easier. dLLM is an open-source library that does for diffusion models what Hugging Face did for transformers. Here's why this matters: Traditional autoregressive models generate text left-to-right, one token at a time. Diffusion models work differently - they refine the entire sequence iteratively, giving you better control over generation quality and more flexible editing capabilities. The problem? Building and training these models required stitching together scattered tools and reimplementing research papers from scratch. Most of the tooling has been scattered and is hard to reproduce. dLLM changes this: It unifies everything you need to train, evaluate, and deploy diffusion language models: ↳ Scalable training with LoRA, DeepSpeed, and FSDP support ↳ Unified evaluation that abstracts away inference complexity ↳ Ready-to-use recipes for pretraining, finetuning, and evaluation The library includes implementations of models like LLaDA and Dream, plus training algorithms like Edit Flows that enable insertion, deletion, and substitution operations. The team just released ModernBERT-Chat models showing you can turn BERT into lightweight chatbots through masked instruction tuning. This is practical and worth exploring. The setup is straightforward. Run locally with Accelerate or scale to multi-node clusters with Slurm. If you're working with language models and want to explore diffusion-based approaches without rebuilding infrastructure, dLLM gives you a production-ready starting point. Link to the repo in the next tweet.

Akshay 🚀

64,011 views • 1 year ago

Assuming the boards the winds/waves protags are holding are for crossing the water, I REALLY hope you get pulled around by your pokemon like this, when I was a kid I thought it looked like so much fun 😭
0:18

Assuming the boards the winds/waves protags are holding are for crossing the water, I REALLY hope you get pulled around by your pokemon like this, when I was a kid I thought it looked like so much fun 😭

tee ꒰ა ♡ ໒꒱

230,576 views • 8 months ago

Aaaah this new wireless setup is just so much easier to play around and be a doofus in XD
0:15

Aaaah this new wireless setup is just so much easier to play around and be a doofus in XD

illumi-NATION Cyberwear

118,671 views • 2 years ago

This is surprisingly quite hard to do via APIs, but local models (like H3) have really good LoRAs, which are also trainable locally. It seems much more creativity is possible with local video models, even if they're less intelligent than API-based ones
0:10

This is surprisingly quite hard to do via APIs, but local models (like H3) have really good LoRAs, which are also trainable locally. It seems much more creativity is possible with local video models, even if they're less intelligent than API-based ones

anabology

42,040 views • 26 days ago

im already so very much in love with this part and this outfit is not making it easier for me
0:15

im already so very much in love with this part and this outfit is not making it easier for me

alice

10,984 views • 10 months ago

this is what i love so much about the spider-verse movies because like, they didn’t need to add that, it’s so TINY but they did anyways
0:14

this is what i love so much about the spider-verse movies because like, they didn’t need to add that, it’s so TINY but they did anyways

trix ♡

765,604 views • 5 months ago

AudioLDM is a text-to-audio model by Haohe Liu et al. It is available in the 🧨 Diffusers library from v0.15.0 onwards, and is capable of generating realistic music, sound effects and speech Try it in this Colab to generate music for yourself:
0:10

AudioLDM is a text-to-audio model by Haohe Liu et al. It is available in the 🧨 Diffusers library from v0.15.0 onwards, and is capable of generating realistic music, sound effects and speech Try it in this Colab to generate music for yourself:

Sanchit Gandhi

27,143 views • 3 years ago

Diffusion models are great, but we can squeeze out so much more from them. The only problem is that it usually requires extra training or manual representation editing. In our new paper, we show that with the current capabilities of LLMs, it is much simpler than we thought!
0:17

Diffusion models are great, but we can squeeze out so much more from them. The only problem is that it usually requires extra training or manual representation editing. In our new paper, we show that with the current capabilities of LLMs, it is much simpler than we thought!

Yossi

36,236 views • 7 months ago

I will never forget this event. When Jungkook got off the plane from a mission in Qatar, he traveled to meet Taehyung And taekook stayed at the penthouse in Paradise Hotel This place is expensive and luxurious, most importantly, it is a romantic place. And Taekook chose to stay at this hotel with only 2 people. without other members It is a dream for some people but it is our reality. Just like Jungkook said, my relationship with taehyung is not for cameras. and they've always shown us that it's exactly what he said. And most importantly Taekook is happiest when they're together, you know~ Because they don't need the content of filming together to meet as coworkers. Their lives are personal and what is happening around them is real. It is truly an action that comes from the heart. It comes from real life, not a drama. “Their relationship Pure and precious love What is more beautiful than two people who truly and steadfastly love each other”Everything is clear without words. Their relationship is very perfect.They fill each other with happiness. And it was always like that, it never changed, they were always firm with each other. It's always They hardly had to say anything because their actions showed how important they were to each other. They love each other deeply and it is a nightmare for many to see them.Many people don't want to accept this truth, but the reality always slaps them in the face.remember that. Their love remains the same. They are important to each other. The most sincere love is the love that Jungkook and Taehyung give to each other when they are together. Taekook's actions are always clear and steady, and it has been like this for a long time. The truth is scary, I understand, but not accepting the truth is scarier.
0:38

I will never forget this event. When Jungkook got off the plane from a mission in Qatar, he traveled to meet Taehyung And taekook stayed at the penthouse in Paradise Hotel This place is expensive and luxurious, most importantly, it is a romantic place. And Taekook chose to stay at this hotel with only 2 people. without other members It is a dream for some people but it is our reality. Just like Jungkook said, my relationship with taehyung is not for cameras. and they've always shown us that it's exactly what he said. And most importantly Taekook is happiest when they're together, you know~ Because they don't need the content of filming together to meet as coworkers. Their lives are personal and what is happening around them is real. It is truly an action that comes from the heart. It comes from real life, not a drama. “Their relationship Pure and precious love What is more beautiful than two people who truly and steadfastly love each other”Everything is clear without words. Their relationship is very perfect.They fill each other with happiness. And it was always like that, it never changed, they were always firm with each other. It's always They hardly had to say anything because their actions showed how important they were to each other. They love each other deeply and it is a nightmare for many to see them.Many people don't want to accept this truth, but the reality always slaps them in the face.remember that. Their love remains the same. They are important to each other. The most sincere love is the love that Jungkook and Taehyung give to each other when they are together. Taekook's actions are always clear and steady, and it has been like this for a long time. The truth is scary, I understand, but not accepting the truth is scarier.

🪐✨

17,475 views • 1 year ago

“One in a Million“ These can hurt if they are too big. I think I like them a little softer. Big isn't always better. Big ones are easier to catch. Size matters when they are coming FAST. Not so FAST!!! One of these is really big and hard 😱
0:12

Sensitive content

“One in a Million“ These can hurt if they are too big. I think I like them a little softer. Big isn't always better. Big ones are easier to catch. Size matters when they are coming FAST. Not so FAST!!! One of these is really big and hard 😱

Little Miss Mari

22,548 views • 24 days ago

When a streamer says they “don’t play with chat” this is why…. I will never feel bad EVER again for selling my play sessions. Nobody is gunna pay $50 to play and do dumb crap like this.
0:14

When a streamer says they “don’t play with chat” this is why…. I will never feel bad EVER again for selling my play sessions. Nobody is gunna pay $50 to play and do dumb crap like this.

Avori

20,866 views • 5 months ago

✦ MoonBlessing Aura - Free Release ✦ My biggest VFX project (so far) is finished! I would like to thank everyone for their patience, and I really hope you will like it! It has a lot of options that I tried to show as much as possible in the previews! Link in replies!
0:14

✦ MoonBlessing Aura - Free Release ✦ My biggest VFX project (so far) is finished! I would like to thank everyone for their patience, and I really hope you will like it! It has a lot of options that I tried to show as much as possible in the previews! Link in replies!

Zedkiel

109,238 views • 1 year ago

These can hurt if they are too big I think I like them a little softer Big isn't always better Big ones are easier to catch Size matters when they are coming FAST Not so FAST!!! One of these is really big and hard 😱 #usa #karategirl #martialarts #japanesegirl #asiangirl
0:15

Sensitive content

These can hurt if they are too big I think I like them a little softer Big isn't always better Big ones are easier to catch Size matters when they are coming FAST Not so FAST!!! One of these is really big and hard 😱 #usa #karategirl #martialarts #japanesegirl #asiangirl

Little Miss Mari

11,566 views • 2 months ago

Andrej Karpathy calls AI Agents slop "Overall, the models they are not there. And I feel like the industry [...] it's making too big of a jump and it's trying to pretend that this is amazing. And it's not—it's slop! And I think they are not coming to terms with it. And maybe they are trying to fundraise or something like that, I'm not sure what's going on."
0:16

Andrej Karpathy calls AI Agents slop "Overall, the models they are not there. And I feel like the industry [...] it's making too big of a jump and it's trying to pretend that this is amazing. And it's not—it's slop! And I think they are not coming to terms with it. And maybe they are trying to fundraise or something like that, I'm not sure what's going on."

Lisan al Gaib

3,275,248 views • 1 year ago

this is what a real gamer looks like (i only play league and sims 4…project zomboid sometimes…)
0:15

this is what a real gamer looks like (i only play league and sims 4…project zomboid sometimes…)

≽(•⩊ •マ≼ em💢

13,090 views • 2 months ago

my favourite little detail about the game segments is that your raft movements have a subtle trail effect to look like burn-in all the tiny bits done for these board parts like this really added so much to the experience and I really appreciate the work that was put into it
0:12

my favourite little detail about the game segments is that your raft movements have a subtle trail effect to look like burn-in all the tiny bits done for these board parts like this really added so much to the experience and I really appreciate the work that was put into it

🍉 guru 🍉

56,338 views • 1 year ago

gosh i love this tiny domestic moment so much like you can see how ilya struggles with not shutting down from shane how he speaks to him way softer than ever before how he reassures him after shane apologizes, how he caresses his knee my god they are so in love it hurts
0:15

gosh i love this tiny domestic moment so much like you can see how ilya struggles with not shutting down from shane how he speaks to him way softer than ever before how he reassures him after shane apologizes, how he caresses his knee my god they are so in love it hurts

ellie

96,437 views • 7 months ago

Windy, the feral mare, has avoided predators like this cougar wandering through her area for 28yrs. This cat is only 50yds from her waterer but for a cougar, deer are much easier prey.
0:10

Windy, the feral mare, has avoided predators like this cougar wandering through her area for 28yrs. This cat is only 50yds from her waterer but for a cougar, deer are much easier prey.

The Thankful Outdoorsman

32,139 views • 6 months ago