mrs83/huggingface-static-62f6b6-bucket
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Massimo Roberto Scamarcia PRO
mrs83
AI & ML interests
Natural Language Processing, Text Generation, Question Answering, Data Augmentation, Knowledge Transfer, Chain-of-Thought, ResearchOps, MLOps
Recent Activity
updated a model about 19 hours ago
ethicalabs/FlowerTune-Echo-DSRN-114M-Finance-PEFT updated a model about 19 hours ago
ethicalabs/Echo-SmolTools-114M-Intent-PEFT updated a model about 19 hours ago
ethicalabs/Echo-DSRN-114M-v0.1.2-BaseOrganizations
Posts 13
Post
203
Real-time 3D telemetry of ethicalabs/Echo-DSRN-114M-v0.1.2 processing "can you please order a pizza" through the Intent classifier LoRA adapter.
Each orange lattice is a DSRNBlock slow state manifold. The red sphere is live entropy. The right panel shows the surprise gate firing token by token as the model converges on [TAKEAWAY_ORDER].
I built this because I'm a visual learner and I wanted to see the surprise gate open and close on each token. I needed to see what was happening inside the network, not just trust that it was working.
Turns out it's also a decent way to explain the architecture to someone who's never heard of this.
Made with Google Antigravity (Gemini)
mrs83/Echo-DSRN-114M-Telemetry-3D
Each orange lattice is a DSRNBlock slow state manifold. The red sphere is live entropy. The right panel shows the surprise gate firing token by token as the model converges on [TAKEAWAY_ORDER].
I built this because I'm a visual learner and I wanted to see the surprise gate open and close on each token. I needed to see what was happening inside the network, not just trust that it was working.
Turns out it's also a decent way to explain the architecture to someone who's never heard of this.
Made with Google Antigravity (Gemini)
mrs83/Echo-DSRN-114M-Telemetry-3D
Articles 2
Article
1
Fine-Tuning xLSTM-7B on a budget: An Experimental Journey with Chat Templates
O(1) memory RNN with surprise-gated dual-state learning
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Echo-DSRN 114M Telemetry 3D
🌌A 3D dashboard for the Echo-DSRN architecture
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Echo-DSRN 114M SmolTools - Intent Classifier
⚡2🎙️ Multilingual Intent Classifier powered by Echo-DSRN-114M
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Echo-DSRN-114M Semantic Compressor Demo (CPU)
🗜2Echo-DSRN-114M Semantic Compressor Demo (CPU)
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Echo DSRN Small Next Word Prediction
🔥Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
My submissions for FlowerTune LLM Leaderboard
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ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-PEFT
Text Generation • Updated • 3 -
mrs83/FlowerTune-phi-4-NLP-PEFT
Text Generation • Updated -
mrs83/FlowerTune-Qwen2.5-7B-Instruct-Medical-PEFT
Text Generation • Updated • 6 • 1 -
mrs83/FlowerTune-Mistral-7B-Instruct-v0.3-Medical-PEFT
Text Generation • Updated • 1
O(1) memory RNN with surprise-gated dual-state learning
-
Echo-DSRN 114M Telemetry 3D
🌌A 3D dashboard for the Echo-DSRN architecture
-
Echo-DSRN 114M SmolTools - Intent Classifier
⚡2🎙️ Multilingual Intent Classifier powered by Echo-DSRN-114M
-
Echo-DSRN-114M Semantic Compressor Demo (CPU)
🗜2Echo-DSRN-114M Semantic Compressor Demo (CPU)
-
Echo DSRN Small Next Word Prediction
🔥Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
My submissions for FlowerTune LLM Leaderboard
-
ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-PEFT
Text Generation • Updated • 3 -
mrs83/FlowerTune-phi-4-NLP-PEFT
Text Generation • Updated -
mrs83/FlowerTune-Qwen2.5-7B-Instruct-Medical-PEFT
Text Generation • Updated • 6 • 1 -
mrs83/FlowerTune-Mistral-7B-Instruct-v0.3-Medical-PEFT
Text Generation • Updated • 1
models 12
mrs83/Kurtis-SmolLM2-1.7B-Instruct-DPO-PEFT
Updated
mrs83/Kurtis-SmolLM2-1.7B-Instruct
Text Generation • 2B • Updated • 3
mrs83/Kurtis-SmolLM2-1.7B-Instruct-PEFT
Text Generation • Updated
mrs83/Kurtis-SmolLM2-360M-Instruct-PEFT
Text Generation • Updated
mrs83/Kurtis-SmolLM2-360M-Instruct-DPO-PEFT
Text Generation • Updated • 4
mrs83/Kurtis-SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 10
mrs83/FlowerTune-phi-4-NLP-PEFT
Text Generation • Updated
mrs83/FlowerTune-xLSTM-7b-NLP-PEFT
Text Generation • Updated • 1 • 1
mrs83/FlowerTune-Qwen2.5-7B-Instruct-Medical-PEFT
Text Generation • Updated • 6 • 1
mrs83/FlowerTune-Mistral-7B-Instruct-v0.3-Medical-PEFT
Text Generation • Updated • 1