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🔄
In a Training Loop
201.6
TFLOPS
Stefan Schweter
PRO
stefan-it
1802
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4,141 followers
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649 following
https://schweter.bayern
stefan-it
stefan-it
AI & ML interests
Flair Library 💕, NER & PoS Tagging, LM Pretraining (mostly encoder-only & encoder-decoder), Historical Language Models, German Language Models, Bavarian NLP 🥨, xLSTM
Recent Activity
reacted
to
FredyRivera-dev
's
post
with 🚀
about 1 hour ago
We wrote a full technical guide on how to train a bilingual (ES/EN) LLM from scratch: TinyQwen. Covers: - Hybrid architecture based on Qwen3.5 - Pre-training with 15B tokens - Cost benchmark between H200 and B200 - Post-training with SFT + LoRA - Full code and data, open source With ~$11 of compute on an H200 we ran an initial training run, enough to validate the full architecture and pipeline. Blog post: https://aquiles-ai.vercel.app/blog/tinyqwen-from-scratch Technical feedback welcome, especially from anyone looking to replicate the pipeline with more compute.
commented
on
a paper
about 2 hours ago
From Data to Device: ELMOD An Efficient German-First 2.7B Language Model for Mobile Inference
upvoted
a
paper
about 5 hours ago
From Data to Device: ELMOD An Efficient German-First 2.7B Language Model for Mobile Inference
View all activity
Organizations
stefan-it
's models
1,346
Sort: Recently updated
stefan-it/LLaMmlein_7B-GermEval-2014
Updated
Mar 21
stefan-it/Qwen2.5-7B-CoNLL-2003
Updated
Mar 21
stefan-it/xlstm-transformers-bug-triton
Updated
Nov 8, 2025
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3
stefan-it/xlstm-transformers-bug-native
Updated
Nov 8, 2025
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5
stefan-it/nanochat-german-v1
0.6B
•
Updated
Oct 28, 2025
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12
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1
stefan-it/nanochat-german-base-checkpoint
Updated
Oct 25, 2025
stefan-it/nanochat-german-base
0.6B
•
Updated
Oct 24, 2025
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1
stefan-it/nanochat-german-tokenizer
Updated
Oct 24, 2025
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4
stefan-it/ettin-encoder-400m-tokenizer-fix
Fill-Mask
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0.4B
•
Updated
Jul 20, 2025
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3
stefan-it/flair-ettin-400m-ner-conll03
Updated
Jul 17, 2025
stefan-it/ModernBERT-large-tokenizer-fix
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0.4B
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Updated
Jul 16, 2025
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1
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2
stefan-it/flair-modernbert-large-ner-conll03
Updated
May 9, 2025
stefan-it/bert5urk
1B
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Updated
Mar 3, 2025
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12
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13
stefan-it/neobert-ner-conll03
0.2B
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Updated
Mar 2, 2025
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12
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1
stefan-it/electra-base-gc4-64k-0-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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3
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1
stefan-it/electra-base-gc4-64k-100000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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3
stefan-it/electra-base-gc4-64k-200000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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1
stefan-it/electra-base-gc4-64k-300000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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1
stefan-it/electra-base-gc4-64k-400000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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3
stefan-it/electra-base-gc4-64k-500000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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3
stefan-it/electra-base-gc4-64k-600000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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2
stefan-it/electra-base-gc4-64k-700000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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3
stefan-it/electra-base-gc4-64k-800000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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3
stefan-it/electra-base-gc4-64k-900000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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3
stefan-it/electra-base-gc4-64k-1000000-cased-discriminator
0.1B
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Updated
Mar 1, 2025
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3
stefan-it/electra-base-gc4-64k-300000-cased-generator
Fill-Mask
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59.5M
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Updated
Mar 1, 2025
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4
stefan-it/electra-base-gc4-64k-400000-cased-generator
Fill-Mask
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59.5M
•
Updated
Mar 1, 2025
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4
stefan-it/electra-base-gc4-64k-500000-cased-generator
Fill-Mask
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59.5M
•
Updated
Mar 1, 2025
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2
stefan-it/electra-base-gc4-64k-600000-cased-generator
Fill-Mask
•
59.5M
•
Updated
Mar 1, 2025
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8
stefan-it/electra-base-gc4-64k-700000-cased-generator
Fill-Mask
•
59.5M
•
Updated
Mar 1, 2025
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2
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