Desktop PC
- AMD Ryzen 7 9800X3D
- NVIDIA RTX 5080, 16 GB
- 64 GB RAM
- ASUS TUF Gaming X870-Plus WiFi
- Windows 11 Home
- llama.cpp, Ollama, LM Studio, Open WebUI
- ComfyUI, Whisper, Piper
Qwen3.8 27B at ~108 tok/s
EJR-01 lab console
EJR
Labs
- Machines
- 04
- Experiments
- 05
- Local models
- 13
Local modelsAgentsImport toolsTariffsChemicalsHome labLocal modelsAgentsImport toolsTariffsChemicalsHome lab
Local models, always-on agents and import tools, built on my own hardware at home.
See the work01 / Projects
Experiments
01
Chemical Codex
A private reference app for the chemical trade: producers, plants, suppliers, sales history, SDS and spec sheets, and market notes.
Open
02
Hermes
A crew of always-on agents built on Hermes Agent: the Hermes Trading Bot, a research bot and an imports desk for ocean freight rates.
Open
03
Local Models
27B-class models running fast on one consumer GPU: quants, llama.cpp flags, MTP speculative decoding and context tuning.
Open
04
Shippy Import Bot
An import bot on Telegram. Ask about any product and it runs the lookup through Hermes on the Mac mini, then sends back formatted import data.
Open
05
Tariff Calculator
Landed duty for US imports by HTS code and country of origin: MFN, Section 301, Section 232 and AD/CVD flags.
Open
02 / Hardware
Equipment
DGX Spark
- NVIDIA GB10, 20-core Arm
- 128 GB unified memory
- 4 TB NVMe
- DGX OS 7 (Ubuntu 24.04), arm64
Home of Chemical Codex and other services
Mac mini
- Apple M4
- 16 GB memory
- macOS
- Shippy Import Bot
Qwen, IQ3 quant
Synology DS1525+
- 4 × 8 TB WD Red Plus
- 1 × 8 TB WD Red Pro
- 40 TB raw across five drives
All our files and data
03 / Models and runtimes
Reagents
Chat and reasoning
- Qwen3.8 27B Aggressive Q2, HauhauCS, runs at home
- Qwen3.8 27B Aggressive Q3, HauhauCS, runs at home
- Qwen3.8 27B Abliterated, huihui, runs at home
- Qwen3.8 27B Uncensored, runs at home
- Qwen3.8 27B Q4_K_M, Unsloth, runs at home
- Qwen3 8B, runs at home
- Qwen3 14B, runs at home
- Qwen3 30B-A3B, runs at home
- gpt-oss 20B, runs at home
- Cerebras Inference, cloud service
Decisions
- Jev, TypeSafe, cloud service
Vision
- Bonsai 2 27B, runs at home
- Bonsai 2 27B Uncensored, CRACK, runs at home
- Gemma 4 E4B, runs at home
Code
- Qwen3.8 27B TURBO coder, DavidAU, runs at home
Voice in
- Whisper, runs at home
- Deepgram, cloud service
Voice out
- Piper, runs at home
- Voice Router, built in-house, runs at home
- ElevenLabs, cloud service
Image and video
- ComfyUI, runs at home
- MiniMax, cloud service
- fal, cloud service
Agent harnesses
- Hermes Agent, PC and Mac mini, runs at home
- OpenClaw, runs at home
Documents
- nomic-embed-text, runs at home