Distilling
intelligence.

We collect reasoning, coding, math, and agentic traces from frontier models and package them as open datasets for training the next generation of efficient models.

3 datasets
636 downloads
8 source models
Flagship

Solace 1.0

Distillation traces from 8 frontier models. Reasoning, coding, math, agentic — all in one dataset.

Quantized builds

Ready to run

MLX and GGUF quantized builds — optimized for local inference.

MLX 6-BIT

Cold-Fusion-GAIN 27B

Qwen 3.8 base with GAIN training. 302 downloads.

MLX 6-BIT

ThinkingCap 27B

Token-efficient thinking. 99 downloads.

MLX 6-BIT

Qwopus 27B Coder

Claude trace inversion coder. 69 downloads.

GGUF Q8

Huihui 35B MoE

Claude 4.7 Opus abliterated. A3B active. 74 downloads.

GGUF Q8

Gemma 4 31B Thinking

Claude 4.6 thinking distilled. 18 downloads.

What's inside

Coverage

Traces across reasoning, coding, math, and agentic tasks from 8 source models.

Source models

GLM 5.2Reasoning
GPT-5.6 SolGeneral
DeepSeek V4 ProCoding
Qwen 3.8 MaxMath
Kimi K3Reasoning

Task coverage

ReasoningChain-of-thought
CodingSWE-bench style
MathCompetition level
AgenticTool use, ARC-AGI3
Process

How we build Solace

01 — Collect

Multi-model trace gathering

We run inference across 8+ frontier models — GLM, GPT, DeepSeek, Qwen, Kimi, Manus — each bringing different reasoning strengths.

02 — Structure

Trace curation & formatting

Reasoning chains, code outputs, math solutions, agentic tool calls — structured for SFT training in parquet format.

03 — Release

Open-source publication

Every dataset published on Hugging Face. Use them to train your own models — reasoning, coding, math, or agentic.

About

Trace-level distillation

Solstice-AI collects reasoning, coding, math, and agentic traces from frontier models and packages them as open datasets for SFT training.

Our Solace 1.0 dataset combines traces from 8 different frontier models — each contributing unique reasoning patterns. Our Axiom dataset focuses on agentic and tool-use traces.

Every dataset is published openly. We believe the raw material for training better models should be accessible to everyone.

View on Hugging Face
Latest

News

August 26, 2026

Solace 1.0 updated

Latest distillation traces refreshed — 314 downloads and counting.

August 21, 2026

Solace 1.0 launched

Traces from 8 frontier models. Reasoning, coding, math, agentic. AGPL-3.0.

August 18, 2026

Cold-Fusion-GAIN 27B

MLX 6-bit quantized build — 302 downloads. Apple Silicon optimized.

Careers

Join us

Building the future of efficient AI.

Research Engineer — Trace Collection

Build pipelines for collecting and curating frontier model traces.

ML Research Full-time

Data Engineer

Scale trace ingestion, formatting, and quality filtering.

Data Full-time

Founding Team — Generalist

Early-stage. Whatever's needed.

Founding Full-time