EmbeddingGemma 2: Unified and Efficient Multimodal Representations
Paper • 2610.37364 • Published • 35
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osanseviero
authored a
paper 3 days ago
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1,025
Released: Urdu Streaming Zipformer 20M
Introducing Urdu Streaming ASR, a compact causal Zipformer transducer developed for Urdu speech recognition.
FLEURS Urdu (299 utterances):
WER: 28.03%
CER: 11.96%
Model: mahwizzzz/Urdu-Streaming-Zipformer-20M
Source: https://github.com/mwzkhalil/Urdu-Streaming-ASR
Introducing Urdu Streaming ASR, a compact causal Zipformer transducer developed for Urdu speech recognition.
FLEURS Urdu (299 utterances):
WER: 28.03%
CER: 11.96%
Model: mahwizzzz/Urdu-Streaming-Zipformer-20M
Source: https://github.com/mwzkhalil/Urdu-Streaming-ASR
- 2 replies
gimmy256
authored a
paper 16 days ago
Post
284
I implemented the attention-free bidirectional encoder architecture Avey-B for Urdu a compact 24.87M-parameter language encoder built for efficient Urdu NLP research.
Original Avey-B paper: Avey-B (2602.15814)
Urdu model: https://huggingface.co/mahwizzzz/avey-b-ur
Original Avey-B paper: Avey-B (2602.15814)
Urdu model: https://huggingface.co/mahwizzzz/avey-b-ur
Aurelien-Morgan
posted an update 2 months ago
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2,473
@retrain-pipelines execution engine is in perpetual evolution, with the aim to establish itself as SOTA, and for the long run.
However, we neglect no aspect of ML-Eng centricity.
If notebooks is where you like to do dev most,
we support you there 100% too.
Build crazy combos of inline tasks, deep parallel sub-DAG branches, nested asynchronous groups...
... the DAG renderer is undergoing an incremental upgrade
until the next one.
* starring toy tasks here. No ML has been hurt in this video 🙂
However, we neglect no aspect of ML-Eng centricity.
If notebooks is where you like to do dev most,
we support you there 100% too.
Build crazy combos of inline tasks, deep parallel sub-DAG branches, nested asynchronous groups...
... the DAG renderer is undergoing an incremental upgrade
until the next one.
* starring toy tasks here. No ML has been hurt in this video 🙂
tildahh
authored a
paper 2 months ago
Post
220
If you're into running models locally, this might be worth checking out.
https://local.ai/mahwiz/invite
https://local.ai/mahwiz/invite
osanseviero
authored a
paper 4 months ago
osanseviero
submitted a
paper to Daily Papers 4 months ago
tildahh
authored a
paper 4 months ago
Post
407
Released lafzyn , built over Qwen, an Urdu language model that converts Urdu text into IPA phonetic transcription, with GGUF builds for local inference.
Release contents:
- mahwizzzz/lafzyn: full weights
- mahwizzzz/lafzyn-gguf: quantized builds
Try it out 🤗
Demo: https://huggingface.co/spaces/mahwizzzz/Lafzyn
Release contents:
- mahwizzzz/lafzyn: full weights
- mahwizzzz/lafzyn-gguf: quantized builds
Try it out 🤗
Demo: https://huggingface.co/spaces/mahwizzzz/Lafzyn
Aurelien-Morgan
posted an update 6 months ago
Post
1,150
@retrain-pipelines v0.2.0 is out !
I'm at Station F at My booth with GOSIM Paris 2026 today & tomorrow.
Come meet me for a live in-person demo and a chat !
I'm at Station F at My booth with GOSIM Paris 2026 today & tomorrow.
Come meet me for a live in-person demo and a chat !
- 1 reply
woojun-jung
authored a
paper 6 months ago
Aurelien-Morgan
posted an update 7 months ago
Jackmin108
authored a
paper 9 months ago
ybelkada
authored a
paper 10 months ago
Johannes
authored a
paper 11 months ago
woojun-jung
authored a
paper 11 months ago
Aurelien-Morgan
posted an update 11 months ago
Post
379
Hey, I went to Hangzhou to talk about
The recording just got released. Go check it out !
https://www.youtube.com/watch?v=nmrMachM5aM
Slides are there :
https://docs.google.com/presentation/d/1hnAzHJ0SbeAOtGJir-iH84RBtXT1OxVT/
retrain-pipelines at the GOSIM Foundation's conference last september.The recording just got released. Go check it out !
https://www.youtube.com/watch?v=nmrMachM5aM
Slides are there :
https://docs.google.com/presentation/d/1hnAzHJ0SbeAOtGJir-iH84RBtXT1OxVT/
- 2 replies
Xunzhuo
authored a
paper about 1 year ago