Text Classification
Transformers
Safetensors
laya
system-one
calibrated-decisions
rlcd
classification
routing
scoring
guardrails
moderation
reinforcement-learning
commercial-use
Instructions to use convaiinnovations/laya with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use convaiinnovations/laya with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="convaiinnovations/laya")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("convaiinnovations/laya", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Update README.md
#22 opened about 11 hours ago
by
rahul05ranjan
Laya as a judge!
#21 opened about 15 hours ago
by
rbai86
Independent head-to-head on a sealed 1,190-case manifest: laya 0.686 vs Jev 1.13.0 0.907 vs Qwen2.5-1.5B PCD 0.605, with paired intervals, plus three adapter findings
#20 opened 1 day ago
by
saidutta69
Interest in acquiring Laya
π€―π 7
#19 opened 1 day ago
by
dtemaat
cbjev: Laya checkpoints fine-tuned into a one-pass layout (6.7x faster on multi-question calls)
#18 opened 3 days ago
by
0010101010-1
Higher-Context
2
#17 opened 4 days ago
by
amarosnithe
Free hosted endpoint for Laya, Jev-compatible API
ππ₯ 3
#16 opened 4 days ago
by
oezi13
Zero-shot Laya as an agent step guard: agrees when agents say "done", never escalates destructive commands, blind past 320β768 tokens
π 2
2
#15 opened 5 days ago
by
sinhal
Reproduced your 78.33% on MASSIVE exactly, but struggling on my own data. What am I missing?
2
#14 opened 5 days ago
by
JhouCode
A small real-world calibration check on Laya typed-decisions
#13 opened 5 days ago
by
NambiarONS
CPU latency numbers for laya-multilingual β the model card only has T4
3
#12 opened 5 days ago
by
htqmike
Real view of convaiinnovations/laya
#11 opened 5 days ago
by
RealFalconsAI
Decision model benchmarks
#10 opened 5 days ago
by
jglowa
Catalog selection: low gold-label accuracy and candidate-order sensitivity with Laya-MLX (multilingual included)
#9 opened 5 days ago
by
Ela7mady
First-run evaluation: K-12 school email triage (what worked, what didn't)
β€οΈ 2
2
#8 opened 5 days ago
by
nccyber
Laya feels like an embedding/similarity matcher, not a context-understanding model (benchmark included)
6
#7 opened 6 days ago
by
qwq95195
Independent Laya vs Jev head-to-head on identical inputs
ππ₯ 3
5
#6 opened 6 days ago
by
saidutta69
Laya-MLX Metal Memory Growth Fix
#5 opened 6 days ago
by
finche
What was the dataset used?
π 3
1
#4 opened 7 days ago
by
encryptedoreo
Laya-multilingual: a 100-scenario decision-making evaluation
π₯ 19
1
#3 opened 8 days ago
by
mghafiri