juiceb0xc0de/juicebucket
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Rick Holmberg PRO
juiceb0xc0de
AI & ML interests
Mechanistic interpretation
SAE weight training
Novel architecture exploration
Brain atlas builds
Recent Activity
updated a dataset 2 days ago
juiceb0xc0de/llama-cpp-cuda12-ada89 liked a model 3 days ago
unsloth/Qwen3.8-2.4T-A95B-GGUF updated a dataset 3 days ago
juiceb0xc0de/llama-cpp-cuda12-ampere86Organizations
Posts 13
Post
231
HF community! Thank you so much the overwhelming flood of downloads I've received on my model atlases over the last couple of weeks. It makes me so happy to know other people out there are enjoying my work. With that being said, I am looking for an opportunity from the builders and trainers out there.
I've recently had the chance to do a mid pre training snapshot durin process and am looking for the opportunity to get some more of these images . This is a symbiotic trade. I am more than happy to do full reports on the status of your model and translate what your model may stand to gain from as you head towards the finish line. The atlas building process uses 8965 different prompt over a wide variety of behavioural features. I combines many different methods of interpreting what is going on inside the model between prompt and response that we are unable to see.
For anyone else interested in neural network imaging and mechanistic interpretation check out my library of atlases and my new work translating the numbers into a 3d visual format to accompany the sqlite database. If you've gpt a model that you wish to have atlased leave a commen and I'kk be sure to ge arounf to it as soon as possible.
https://huggingface.co/collections/juiceb0xc0de/cloud-atlases
I've recently had the chance to do a mid pre training snapshot durin process and am looking for the opportunity to get some more of these images . This is a symbiotic trade. I am more than happy to do full reports on the status of your model and translate what your model may stand to gain from as you head towards the finish line. The atlas building process uses 8965 different prompt over a wide variety of behavioural features. I combines many different methods of interpreting what is going on inside the model between prompt and response that we are unable to see.
For anyone else interested in neural network imaging and mechanistic interpretation check out my library of atlases and my new work translating the numbers into a 3d visual format to accompany the sqlite database. If you've gpt a model that you wish to have atlased leave a commen and I'kk be sure to ge arounf to it as soon as possible.
https://huggingface.co/collections/juiceb0xc0de/cloud-atlases
Articles 5
Article
What happens when you scale a hybrid SSM-Mamba-transformer: tmax-2B → 4B → 9B → 27B
This is a collection of models that I've trained on data collected through conversations with frontier models GPT, Claude, Perplexity and myself.
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juiceb0xc0de/locus-gemma-4-e2b
Text Generation • 8B • Updated • 15 • 3 -
juiceb0xc0de/bella-bartender-gemma-e2b
Text Generation • 5B • Updated • 75 • 4 -
juiceb0xc0de/bella-bartender-8b-llama3.1
Text Generation • 8B • Updated • 213 • 4 -
juiceb0xc0de/bella-bartender-heretic-1b
Text Generation • 1B • Updated • 425 • 2
A collection of mechanistic interpretation projects by juiceb0xc0de
This is a collection of models that I've trained on data collected through conversations with frontier models GPT, Claude, Perplexity and myself.
-
juiceb0xc0de/locus-gemma-4-e2b
Text Generation • 8B • Updated • 15 • 3 -
juiceb0xc0de/bella-bartender-gemma-e2b
Text Generation • 5B • Updated • 75 • 4 -
juiceb0xc0de/bella-bartender-8b-llama3.1
Text Generation • 8B • Updated • 213 • 4 -
juiceb0xc0de/bella-bartender-heretic-1b
Text Generation • 1B • Updated • 425 • 2
spaces 7
pinned
Sleeping
Agents
2
LR Scheduler Benchmark
🏁
Standardized benchmark comparing learning rate schedulers
Running on Zero
Agents
Llama.cpp-cu12.8-sm 89
🏆
Generate a friendly greeting for any name
Sleeping
Agents
Tmax 4b Atlas 3d
🌖
Explore interactive 3D visualizations of a model interpretability atlas
Sleeping
Agents
Atlasing
🗺
Display Atlas runner status and instructions
Paused
Agents
8
Gemma 4 E2b Brain Atlas
👀
Serve a Gradio web UI with embedded HF token
Sleeping
2
Forge
🔥
Build compatible ML training recipes with evidence
models 31
juiceb0xc0de/qwen3-0.6b-SAE-v2.0
Updated
juiceb0xc0de/CodVa-1-Small-sae-atlas
Updated
juiceb0xc0de/bella-bartender-gemma-e4b
Text Generation • 8B • Updated • 167 • 1
juiceb0xc0de/dread-llama-8b-existential
Text Generation • 8B • Updated • 343 • 3
juiceb0xc0de/dread-llama-8b-existential-GGUF
Text Generation • 8B • Updated • 55
juiceb0xc0de/bella-bartender-v2
Text Generation • 9B • Updated • 98
juiceb0xc0de/bella-bartender-v2-GGUF
9B • Updated • 88
juiceb0xc0de/bella-tao-merged-qwen2_5-coder-7b
Text Generation • 8B • Updated • 145
juiceb0xc0de/bella-tao-merged-qwen2_5-coder-7b-GGUF
Text Generation • 8B • Updated • 84
juiceb0xc0de/bella-bartender-v2-moody-8b
Text Generation • Updated • 154 • 2
datasets 59
juiceb0xc0de/llama-cpp-cuda12-ada89
Updated • 43
juiceb0xc0de/llama-cpp-cuda12-ampere86
Updated • 30
juiceb0xc0de/tmax-9b-atlas
Updated • 282
juiceb0xc0de/josie-2-4b-oss-atlas
Updated • 37
juiceb0xc0de/lfm2-5-2-6b-atlas
Updated • 66
juiceb0xc0de/mamba3-mini-atlas-unfinished
Updated • 114
juiceb0xc0de/Qwen3.5-2B-Base
Updated • 201
juiceb0xc0de/Qwen3.5-4B-Base
Updated • 148
juiceb0xc0de/Qwen3.5-9B-Base
Updated • 149
juiceb0xc0de/CodVa-1-Small-atlas
Updated • 100