Fine-Tuning xLSTM-7B on a budget: An Experimental Journey with Chat Templates
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Dual-State Recurrent Neural Network
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ethicalabs/Echo-DSRN-114M-v0.1.2
Text Generation • 0.1B • Updated • 4.76k -
ethicalabs/Echo-DSRN-114M-v0.1.2-Base
Text Generation • 0.1B • Updated • 150 -
Echo DSRN Small Next Word Prediction
🔥Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
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Echo-DSRN-114M Semantic Compressor Demo (CPU)
🗜2Echo-DSRN-114M Semantic Compressor Demo (CPU)
Transformer backbone + Echo-DSRN (RNN)
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Kurtis EON1 Hybrid 0.7B
👁Qwen2.5 0.5B Transformers Backbone + Echo-DSRN (RNN)
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Echo DSRN Small Next Word Prediction
🔥Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
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mrs83/Kurtis-EON1-Hybrid-2B-v0.1.2
Text Generation • 2B • Updated • 632 -
mrs83/Kurtis-EON1-Hybrid-0.7B-v0.1.1
Text Generation • 0.7B • Updated • 18.8k
The Empathetic Assistant (v1.2)
Synthetic Datasets for SLMs fine-tuning.
Self-Improving LLMs Through Iterative Refinement
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Echo DSRN SmolTools 114M NSFW Classifier
👀Echo-DSRN 114M SmolTools: NSFW Intent Classifier (English)
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ethicalabs/Echo-SmolTools-114M-NSFW-CLF
Text Classification • 98.3M • Updated • 5 -
ethicalabs/Echo-SmolTools-114M-NSFW-CLF-PEFT
Text Generation • Updated • 113 -
ethicalabs/Echo-SmolTools-114M-Intent-PEFT
Text Generation • Updated • 80
Qwen2.5-0.5B-Instruct (backbone) + Echo-DSRN (memory)
The Empathetic Assistant.
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ethicalabs/Kurtis-E1.1-Qwen3-4B
Text Generation • 4B • Updated • 59 -
ethicalabs/Kurtis-E1.1-Qwen3-4B-GGUF
Text Generation • 4B • Updated • 16 • 1 -
ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct
Text Generation • 3B • Updated • 13 • • 1 -
ethicalabs/Kurtis-E1.1-Qwen2.5-0.5B-Instruct
Text Generation • 0.5B • Updated • 8
A Multimodal Deep Learning Approach for Skin Cancer Classification by using ViTs (Visual Transformers)
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ethicalabs/Flwr-Qwen3-4B-Coding-PEFT
Text Generation • Updated • 6 -
ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-PEFT
Text Generation • Updated • 3 -
ethicalabs/Flwr-Phi-4-mini-Instruct-Coding-PEFT
Text Generation • Updated • 5 • 1 -
ethicalabs/Flwr-SmolLM2-1.7B-Instruct-Coding-PEFT
Text Generation • Updated • 3
Granite 4.0 Language Models for macOS (MLX-LM) - 4-bit Quantization
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Echo DSRN SmolTools 114M NSFW Classifier
👀Echo-DSRN 114M SmolTools: NSFW Intent Classifier (English)
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ethicalabs/Echo-SmolTools-114M-NSFW-CLF
Text Classification • 98.3M • Updated • 5 -
ethicalabs/Echo-SmolTools-114M-NSFW-CLF-PEFT
Text Generation • Updated • 113 -
ethicalabs/Echo-SmolTools-114M-Intent-PEFT
Text Generation • Updated • 80
Dual-State Recurrent Neural Network
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ethicalabs/Echo-DSRN-114M-v0.1.2
Text Generation • 0.1B • Updated • 4.76k -
ethicalabs/Echo-DSRN-114M-v0.1.2-Base
Text Generation • 0.1B • Updated • 150 -
Echo DSRN Small Next Word Prediction
🔥Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
-
Echo-DSRN-114M Semantic Compressor Demo (CPU)
🗜2Echo-DSRN-114M Semantic Compressor Demo (CPU)
Qwen2.5-0.5B-Instruct (backbone) + Echo-DSRN (memory)
Transformer backbone + Echo-DSRN (RNN)
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Kurtis EON1 Hybrid 0.7B
👁Qwen2.5 0.5B Transformers Backbone + Echo-DSRN (RNN)
-
Echo DSRN Small Next Word Prediction
🔥Echo-DSRN-114M (114M RNN LM) - Next Word Prediction
-
mrs83/Kurtis-EON1-Hybrid-2B-v0.1.2
Text Generation • 2B • Updated • 632 -
mrs83/Kurtis-EON1-Hybrid-0.7B-v0.1.1
Text Generation • 0.7B • Updated • 18.8k
The Empathetic Assistant.
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ethicalabs/Kurtis-E1.1-Qwen3-4B
Text Generation • 4B • Updated • 59 -
ethicalabs/Kurtis-E1.1-Qwen3-4B-GGUF
Text Generation • 4B • Updated • 16 • 1 -
ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct
Text Generation • 3B • Updated • 13 • • 1 -
ethicalabs/Kurtis-E1.1-Qwen2.5-0.5B-Instruct
Text Generation • 0.5B • Updated • 8
The Empathetic Assistant (v1.2)
A Multimodal Deep Learning Approach for Skin Cancer Classification by using ViTs (Visual Transformers)
Synthetic Datasets for SLMs fine-tuning.
-
ethicalabs/Flwr-Qwen3-4B-Coding-PEFT
Text Generation • Updated • 6 -
ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-PEFT
Text Generation • Updated • 3 -
ethicalabs/Flwr-Phi-4-mini-Instruct-Coding-PEFT
Text Generation • Updated • 5 • 1 -
ethicalabs/Flwr-SmolLM2-1.7B-Instruct-Coding-PEFT
Text Generation • Updated • 3
Granite 4.0 Language Models for macOS (MLX-LM) - 4-bit Quantization
Self-Improving LLMs Through Iterative Refinement