juiceb0xc0de/atlas-runs
310 GB
R PRO
juiceb0xc0de
AI & ML interests
Mechanistic interpretation
SAE weight training
Novel architecture exploration
Brain atlas builds
Recent Activity
new activity about 2 hours ago
inclusionAI/Ling-3.0-tiny:Docker image - vLLM sm_89 updated a collection about 2 hours ago
SPIN: Simple Plug in Networks updated a dataset about 3 hours ago
juiceb0xc0de/ling-3.0-tiny-cu130-torch213-py312-sm89Organizations
Posts 16
Post
2907
Dude, Where's My Update? I'll tell you where! ~97.6% of my BF16 parameter coordinates didn't move at all, and the ones that did overshot by ~1.33x.
It's nice to do research that doesn't end in disproving yourself once again and moving on to the next subject once in awhile.
Back to the topic, if you've ever wondered why most of your weights are basically ghosting you nearly every step when you store your weights at bf16, Dude, I Measured It.
https://huggingface.co/blog/juiceb0xc0de/intended-and-realized-updates-in-bf16-fine-tuning#dude-wheres-my-update
It's nice to do research that doesn't end in disproving yourself once again and moving on to the next subject once in awhile.
Back to the topic, if you've ever wondered why most of your weights are basically ghosting you nearly every step when you store your weights at bf16, Dude, I Measured It.
https://huggingface.co/blog/juiceb0xc0de/intended-and-realized-updates-in-bf16-fine-tuning#dude-wheres-my-update
spaces 9
pinned
Running on Zero
Agents
5
Bella
🥛
A personality model that talks like one specific person
pinned
Running on Zero
Agents
X-RAY SPECS: INTERNAL AUDITS
✌
Inspect, intervene, compare. Measured /W surgical precision.
pinned
Running
3
B-Sides V2
😱
Building live to let the obscure breathe new life
pinned
Sleeping
Agents
2
LR Scheduler Benchmark
🏁
Standardized benchmark comparing learning rate schedulers
Running on Zero
Agents
Bellarena
🥊
Bella takes on your model in an absurdist 1v1
Configuration error
Inkling Personality Cli
🚀
models 29
juiceb0xc0de/bella-bartender-gemma-e4b-GGUF
Text Generation • 7B • Updated • 301 • 1
juiceb0xc0de/bella-bartender-gemma-e4b
Text Generation • 8B • Updated • 1.64k • 3
juiceb0xc0de/dread-llama-8b-existential
Text Generation • 8B • Updated • 238 • 3
juiceb0xc0de/dread-llama-8b-existential-GGUF
Text Generation • 8B • Updated • 15
juiceb0xc0de/bella-bartender-v2
Text Generation • 9B • Updated • 42
juiceb0xc0de/bella-bartender-v2-GGUF
9B • Updated • 28
juiceb0xc0de/bella-tao-merged-qwen2_5-coder-7b
Text Generation • 8B • Updated • 42
juiceb0xc0de/bella-tao-merged-qwen2_5-coder-7b-GGUF
Text Generation • 8B • Updated • 65
juiceb0xc0de/bella-bartender-v2-moody-8b
Text Generation • Updated • 32 • 2
juiceb0xc0de/bella-bartender-v2-moody-8b-GGUF
Text Generation • 8B • Updated • 50
datasets 77
juiceb0xc0de/ling-3.0-tiny-cu130-torch213-py312-sm89
Updated
juiceb0xc0de/llama-cpp-cuda130-blackwell120
Preview • Updated
juiceb0xc0de/gemma-4-e4b-it-SAE-v2
Updated • 47
juiceb0xc0de/b-sides-v2-containers
Preview • Updated • 47
juiceb0xc0de/b-sides-v2-kernels
Viewer • Updated • 1 • 15
juiceb0xc0de/b-sides-v2-index
Updated • 26
juiceb0xc0de/b-sides-hf-yearly-model-indexes
Updated • 65
juiceb0xc0de/llama-cpp-cuda130-blackwell100
Preview • Updated • 23
juiceb0xc0de/llama-cpp-cuda128-blackwell120
Preview • Updated • 18
juiceb0xc0de/gemma-4-e2b-it-atlas
Updated • 37