Maple WebGPU
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ProCreations
AI & ML interests
Making AI’s small, accessible, and easy to run on consumer hardware
Recent Activity
updated a Space about 12 hours ago
ProCreations/maple-webgpu liked a Space about 13 hours ago
ProCreations/maple-webgpuOrganizations
updated a
Space about 12 hours ago
liked a
Space about 13 hours ago
posted an update about 13 hours ago
Post
75
i go to huggingface, look on spaces just to see whats new and i see that MY OWN space is trending. ProCreations/maple-webgpu
very cool to see, on the very first page of spaces too. anything is possible in the open source community!
very cool to see, on the very first page of spaces too. anything is possible in the open source community!
liked a
model 1 day ago
meta-models/Muse-Glimmer-30B
🔥 30
2
#11634 opened 2 days ago
by 
NodeLinker
Certificate generator login / OAuth not working
➕ 2
11
#7 opened 2 days ago
by 
Lu032145
Fix OAuth login redirect loops
1
#8 opened 2 days ago
by 
ProCreations
liked a
model 2 days ago
liked a
dataset 3 days ago
updated a
dataset 3 days ago
published a
dataset 3 days ago
reacted to appvoid's post with 🔥 3 days ago
Post
2357
I don't know if it was us or one of you guys or maybe all of us at once but lately we have seen a finetuning/pretraining explosion of models below 200m params and we can't be more happy about it keep coming tinkerers all of this is possible because of you!
- 8 replies
liked a
model 3 days ago
reacted to Gboo2023's post with 🔥 3 days ago
Post
2028
Built a CPU-only BPM + musical key detector with Essentia and Gradio.
It returns BPM, key/scale, Camelot code, confidence, and analyzed duration. A representative 90-second window keeps CPU latency bounded; half-time/double-time and key-changing tracks remain the main edge cases.
Implementation notes and code:
https://huggingface.co/blog/Gboo2023/detect-bpm-musical-key-cpu-essentia-gradio
#audio #music-information-retrieval #Essentia #Gradio
Gboo2023/vocaldock-bpm-key-finder
It returns BPM, key/scale, Camelot code, confidence, and analyzed duration. A representative 90-second window keeps CPU latency bounded; half-time/double-time and key-changing tracks remain the main edge cases.
Implementation notes and code:
https://huggingface.co/blog/Gboo2023/detect-bpm-musical-key-cpu-essentia-gradio
#audio #music-information-retrieval #Essentia #Gradio
Gboo2023/vocaldock-bpm-key-finder
reacted to KlondikeDev's post with 👀 3 days ago
Post
2127
Boris-2 coming soon!
The Models:
Boris-2-75M: Trained on 26B tokens -- estimated to start training on August 12th.
Boris-2-125M: Trained on 90B tokens -- Estimated to start training on August 20th.
Boris-2-250M: Trained on 60B tokens -- Estimated to start training on September 10th.
Why does 125M get more tokens than 250M?
Well, the straight answer is time. It saves time, while still allowing the 250M model to exceed the 125M model.
Furthermore, we are attempting a unique architecture and layering scheme to hopefully end up around the strength of SmolLM2-135M. Fingers crossed!
We hope to end up in the ballpark of AxiomicLabs/GPT-X2.5-135M or BananaMind/BananaMind-2-Pro-Preview
Following this, we will release the Pro, Instruct and Pro-Instruct variants. More info will be coming soon!
The Models:
Boris-2-75M: Trained on 26B tokens -- estimated to start training on August 12th.
Boris-2-125M: Trained on 90B tokens -- Estimated to start training on August 20th.
Boris-2-250M: Trained on 60B tokens -- Estimated to start training on September 10th.
Why does 125M get more tokens than 250M?
Well, the straight answer is time. It saves time, while still allowing the 250M model to exceed the 125M model.
Furthermore, we are attempting a unique architecture and layering scheme to hopefully end up around the strength of SmolLM2-135M. Fingers crossed!
We hope to end up in the ballpark of AxiomicLabs/GPT-X2.5-135M or BananaMind/BananaMind-2-Pro-Preview
Following this, we will release the Pro, Instruct and Pro-Instruct variants. More info will be coming soon!
- 4 replies
replied to Banaxi-Tech's post 3 days ago
im hungry for more bananas bro, gotta get that potassium (great work)
all these small models are pretty cool. nice work
mtp and benchmarks
2
#1 opened 4 days ago
by 
engrtipusultan
liked a
dataset 3 days ago
liked a
model 3 days ago