inkling
Datasets
All datasets matching “inkling”Inkling-Small-Multimodal-Calibration
Inkling-Small Multimodal Calibration
The exact 1,663 samples used for BF16 routed-expert importance collection
for Inkling-Small Mixed Quant GGUF.
This is calibration material, not a held-out evaluation benchmark.
The primary balanced pass is:
Category
Samples
Valid decoder tokens
Share
Text / reasoning
462
471,858
44.976%
Code / tool-oriented source text
205
209,715
19.989%
Real image / document
486
262,476
25.018%
Real speech audio
309
105,080
10.016%
Total… See the full description on the dataset page: https://huggingface.co/datasets/Baekpica/Inkling-Small-Multimodal-Calibration.Inkling-Small-NVFP4-Regenerated-Collection
Inkling-Small-NVFP4 Regenerated Collection
On-policy training data for a DSpark
speculative-decoding drafter targeting
thinkingmachines/Inkling-Small-NVFP4.
Every assistant response here was regenerated by Inkling-Small-NVFP4 itself over prompts
drawn from Magpie + UltraChat, so the completions reflect the target model's own
distribution rather than the datasets' original responses. This is what makes the data
on-policy for drafter training: the drafter learns to predict the… See the full description on the dataset page: https://huggingface.co/datasets/orestis-z/Inkling-Small-NVFP4-Regenerated-Collection.