CyberAndy
@cyberandy.bsky.social
One of the better-known cyberandy. Passionate about #SEO and #ML I am co-founder and CEO of https://wordlift.io.
Indeed, the recipe is simple and I believe it can be generalized:
1️⃣ A Small model (2, 3 or 4B),
2️⃣ A Well-defined ontology,
3️⃣ A set of task templates,
4️⃣ A reward policy
1️⃣ A Small model (2, 3 or 4B),
2️⃣ A Well-defined ontology,
3️⃣ A set of task templates,
4️⃣ A reward policy
May 22, 2025 at 5:37 AM
Indeed, the recipe is simple and I believe it can be generalized:
1️⃣ A Small model (2, 3 or 4B),
2️⃣ A Well-defined ontology,
3️⃣ A set of task templates,
4️⃣ A reward policy
1️⃣ A Small model (2, 3 or 4B),
2️⃣ A Well-defined ontology,
3️⃣ A set of task templates,
4️⃣ A reward policy
Hi there, I am working on an article to share the methodology and in the meantime you can find out more on the model card huggingface.co/cyberandy/SE...
cyberandy/SEOcrate-4B_grpo_new_01 · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
May 21, 2025 at 8:12 PM
Hi there, I am working on an article to share the methodology and in the meantime you can find out more on the model card huggingface.co/cyberandy/SE...
Would love to see more teams converging on the research front - we tried to document the internals in the model card huggingface.co/cyberandy/SE... (quite surprisingly the model - and the openly contributed quantized versions that others have made have reached in a few days 650 downloads!)
cyberandy/SEOcrate-4B_grpo_new_01 · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
May 9, 2025 at 5:22 PM
Would love to see more teams converging on the research front - we tried to document the internals in the model card huggingface.co/cyberandy/SE... (quite surprisingly the model - and the openly contributed quantized versions that others have made have reached in a few days 650 downloads!)
Thanks @pacoid.bsky.social it means tons coming from you!!
May 6, 2025 at 2:55 AM
Thanks @pacoid.bsky.social it means tons coming from you!!
haha his name is Bizet :) (cc @ammonjohns.bsky.social not my password 😜)
April 8, 2025 at 3:56 PM
haha his name is Bizet :) (cc @ammonjohns.bsky.social not my password 😜)
