spark 1.5 . by forgewright-ai . github.com/forgewright-ai/spark

~ > spark model list -- 26 models, one list

modelfileRAMlicensetestednote
qwen3-1-7b1.0 GB3 GBApache 2.0line
qwen3-4b2.3 GB5 GBApache 2.0line
qwen3-8b4.7 GB7 GBApache 2.0line
qwen3-14b8.4 GB11 GBApache 2.0line
qwen3-30b-a3b17.4 GB21 GBApache 2.0linemixture of experts: near-4B speed, near-flagship answers -- 32 GB machines
qwen3-4b-thinking2.3 GB5 GBApache 2.0thinks before it answers: slower, for hard questions -- a second model
qwen3-coder-30b-a3b17.3 GB21 GBApache 2.0code, mixture of experts -- 32 GB machines
qwen2-5-coder-7b4.4 GB7 GBApache 2.0code: reads and writes programs, explains errors
qwen2-5-7b4.4 GB7 GBApache 2.0
qwen2-5-14b8.4 GB11 GBApache 2.0
mistral-7b-v0-34.1 GB6 GBApache 2.0
mistral-nemo-12b7.0 GB10 GBApache 2.0
phi-4-mini2.3 GB5 GBMIT
phi-48.4 GB11 GBMIT
deepseek-r1-qwen-7b4.4 GB7 GBMITthinks before it answers: slower, for hard questions
deepseek-r1-qwen-14b8.4 GB11 GBMITthinks before it answers: slower, for hard questions
smollm2-1-7b1.0 GB3 GBApache 2.0
gpt-oss-20b10.8 GB14 GBApache 2.0mixture of experts, thinks before it answers -- 16 GB machines and up
granite-3-3-8b4.6 GB7 GBApache 2.0
llama3-2-1b0.8 GB3 GBLlama 3.2 Community Licensenot an open-source license -- read the terms before you download
llama3-2-3b1.9 GB4 GBLlama 3.2 Community Licensenot an open-source license -- read the terms before you download
llama3-1-8b4.6 GB7 GBLlama 3.1 Community Licensenot an open-source license -- read the terms before you download
gemma3-1b0.8 GB3 GBGemma Terms of Usenot an open-source license -- read the terms before you download
gemma3-4b2.3 GB5 GBGemma Terms of Usenot an open-source license -- read the terms before you download
gemma3-12b6.8 GB9 GBGemma Terms of Usenot an open-source license -- read the terms before you download
gemma3-27b15.4 GB19 GBGemma Terms of Usenot an open-source license -- read the terms before you download

spark model NAME serves one; spark ember NAME adds a second, for conversations. auto picks among the rows tested on the line under Apache-2.0 or MIT; any other license is shown and asked about before the download. Every file is sha256-verified. Your own rows: spark model add URL --license. A row is a pull request: CONTRIBUTING.md.