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Not AI: Count Every Prime
π§ͺA zero-GPU sieve Space that doubles as the reference layout.
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Not AI: Search Without a Vector
πBM25 retrieval with a visible index and query trace.
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Not AI: The Next Word
π²A word n-gram generator with a visible transition table.
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Not AI: Best Rank-k Image
πΌLow-rank image compression with the SVD and a residual.
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 collection 3 days ago
NOT AI updated a collection 3 days ago
NOT AI updated a collection 3 days ago
NOT AIOrganizations
Six Spaces. Zero weights. All arithmetic.
Echo-DSRN 114M
O(1) memory RNN with surprise-gated dual-state learning
- Sleeping
Echo-DSRN 114M Telemetry 3D
πA 3D dashboard for the Echo-DSRN architecture
- SleepingAgents2
Echo-DSRN 114M SmolTools - Intent Classifier
β‘2ποΈ Multilingual Intent Classifier powered by Echo-DSRN-114M
- SleepingAgents2
Echo-DSRN-114M Semantic Compressor Demo (CPU)
π2Echo-DSRN-114M Semantic Compressor Demo (CPU)
- SleepingAgents
Echo DSRN Small Next Word Prediction
π₯Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
Kurtis
Kurtis is a project focused on supervised fine-tuning of small language model (SLM) on mental-health datasets.
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mrs83/Kurtis-SmolLM2-1.7B-Instruct
Text Generation β’ 2B β’ Updated β’ 45 -
mrs83/Kurtis-SmolLM2-360M-Instruct
Text Generation β’ 0.4B β’ Updated β’ 36 -
mrs83/Kurtis-SmolLM2-360M-Instruct-GGUF
Text Generation β’ 0.4B β’ Updated β’ 68 β’ 1 -
mrs83/Kurtis-Qwen2.5-0.5B-Instruct
Text Generation β’ 0.5B β’ Updated β’ 55
Kurtis-EON1
- RunningAgents
Kurtis EON1 Hybrid 0.7B
πQwen2.5 0.5B Transformers Backbone + Echo-DSRN (RNN)
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mrs83/Kurtis-EON1-Hybrid-0.7B-v0.1.1
Text Generation β’ 0.7B β’ Updated β’ 197 -
mrs83/Kurtis-EON1-Hybrid-0.7B-v0.1.0
Text Generation β’ 0.7B β’ Updated β’ 13 -
ethicalabs/Echo-DSRN-Qwen2.5-0.5B-Hybrid
Text Generation β’ 0.7B β’ Updated β’ 2
FlowerTune LLM Leaderboard
My submissions for FlowerTune LLM Leaderboard
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ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-PEFT
Text Generation β’ Updated β’ 20 -
mrs83/FlowerTune-phi-4-NLP-PEFT
Text Generation β’ Updated β’ 17 -
mrs83/FlowerTune-Qwen2.5-7B-Instruct-Medical-PEFT
Text Generation β’ Updated β’ 36 β’ 1 -
mrs83/FlowerTune-Mistral-7B-Instruct-v0.3-Medical-PEFT
Text Generation β’ Updated β’ 24
NOT AI
Six Spaces. Zero weights. All arithmetic.
- SleepingAgents
Not AI: Count Every Prime
π§ͺA zero-GPU sieve Space that doubles as the reference layout.
- SleepingAgents
Not AI: Search Without a Vector
πBM25 retrieval with a visible index and query trace.
- SleepingAgents
Not AI: The Next Word
π²A word n-gram generator with a visible transition table.
- RunningAgents
Not AI: Best Rank-k Image
πΌLow-rank image compression with the SVD and a residual.
Kurtis-EON1
- RunningAgents
Kurtis EON1 Hybrid 0.7B
πQwen2.5 0.5B Transformers Backbone + Echo-DSRN (RNN)
-
mrs83/Kurtis-EON1-Hybrid-0.7B-v0.1.1
Text Generation β’ 0.7B β’ Updated β’ 197 -
mrs83/Kurtis-EON1-Hybrid-0.7B-v0.1.0
Text Generation β’ 0.7B β’ Updated β’ 13 -
ethicalabs/Echo-DSRN-Qwen2.5-0.5B-Hybrid
Text Generation β’ 0.7B β’ Updated β’ 2
Echo-DSRN 114M
O(1) memory RNN with surprise-gated dual-state learning
- Sleeping
Echo-DSRN 114M Telemetry 3D
πA 3D dashboard for the Echo-DSRN architecture
- SleepingAgents2
Echo-DSRN 114M SmolTools - Intent Classifier
β‘2ποΈ Multilingual Intent Classifier powered by Echo-DSRN-114M
- SleepingAgents2
Echo-DSRN-114M Semantic Compressor Demo (CPU)
π2Echo-DSRN-114M Semantic Compressor Demo (CPU)
- SleepingAgents
Echo DSRN Small Next Word Prediction
π₯Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
FlowerTune LLM Leaderboard
My submissions for FlowerTune LLM Leaderboard
-
ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-PEFT
Text Generation β’ Updated β’ 20 -
mrs83/FlowerTune-phi-4-NLP-PEFT
Text Generation β’ Updated β’ 17 -
mrs83/FlowerTune-Qwen2.5-7B-Instruct-Medical-PEFT
Text Generation β’ Updated β’ 36 β’ 1 -
mrs83/FlowerTune-Mistral-7B-Instruct-v0.3-Medical-PEFT
Text Generation β’ Updated β’ 24
Kurtis
Kurtis is a project focused on supervised fine-tuning of small language model (SLM) on mental-health datasets.
-
mrs83/Kurtis-SmolLM2-1.7B-Instruct
Text Generation β’ 2B β’ Updated β’ 45 -
mrs83/Kurtis-SmolLM2-360M-Instruct
Text Generation β’ 0.4B β’ Updated β’ 36 -
mrs83/Kurtis-SmolLM2-360M-Instruct-GGUF
Text Generation β’ 0.4B β’ Updated β’ 68 β’ 1 -
mrs83/Kurtis-Qwen2.5-0.5B-Instruct
Text Generation β’ 0.5B β’ Updated β’ 55