Model packs for Apple silicon: streaming EXL3 packs for mlx-serve, whose experts stream from SSD so a 128 GB Mac can serve models larger than its memory, the Qwen3.8 EXL3 packs, and MTPLX packs. Each group below is a collection.
Packs whose routed experts stream from SSD, for mlx-serve.
| Family | Repo | Runtime | Branches | Status |
|---|---|---|---|---|
| DeepSeek-V4.1-Flash-1017 | DeepSeek-V4.1-Flash-1017-streaming-repack-exl3 | mlx-serve + turboexl3_ds41 (2.81bpw), mlx-stream (2.9bpw) |
2.81bpw, 2.9bpw; 1.68bpw, 2.25bpw, 2.68bpw (testing) |
live |
| DeepSeek-V4.1-Flash (earlier base) | DeepSeek-V4.1-Flash-streaming-repack-exl3 | mlx-serve + mlx-stream | 3.0bpw |
live |
turboderp's EXL3 quants in mlx-serve's layout; the experts load into memory.
| Family | Repo | Runtime | Branches | Status |
|---|---|---|---|---|
| Qwen3.8-Flash-Next | Qwen3.8-Flash-Next-exl3 | mlx-serve + turboexl3 | 5.05bpw, 4.05bpw, 3.05bpw, 2.05bpw |
live |
GLM-5.3 and GLM-5.3-Flash EXL3 packs for mlx-serve + mlx-stream.
| Family | Repo | Runtime | Branches | Status |
|---|---|---|---|---|
| GLM-5.3-Flash | GLM-5.3-Flash-streaming-repack-exl3-3.05bpw | mlx-serve + mlx-stream | main |
live |
| GLM-5.3 | GLM-5.3-streaming-repack-exl3-3.0bpw | mlx-serve + mlx-stream | main |
live |
| GLM-5.3 | GLM-5.3-streaming-repack-exl3-3.42bpw | mlx-serve + mlx-stream | main |
live |
Packs for MTPLX on Apple silicon.
| Family | Repo | Runtime | Branches | Status |
|---|---|---|---|---|
| DeepSeek-V4.1-Flash | DeepSeek-V4.1-Flash-MTPLX-streaming-q2 | MTPLX | main |
live |
| Hunyuan 3.0 | Hy3-oQ2e-MTPLX-streaming | MTPLX | main |
live |
| Kimi K3 | Kimi-K3-Q2_K-t158-MTPLX-streaming | MTPLX | main |
live |
| Qwen3.8-Flash-Next | Qwen3.8-Flash-Next-MTPLX-oQ4-MTP | MTPLX | main |
live |
| GLM-5.2 | GLM-5.2-t158-MTPLX-streaming | MTPLX | main |
live |
Other packs.
| Family | Repo | Runtime | Branches | Status |
|---|---|---|---|---|
| Beam 1.0 | Beam-1.0-501B-A23B-NVFP4-q8-mlx-stream | mlx-serve + mlx-stream | main |
live |
| MiMo-V2.6-Flash-MOPD | MiMo-V2.6-Flash-MOPD-fp8res-mlx-stream | mlx-serve + mlx-stream | main |
live |
| Muse-Glimmer-30B | Muse-Glimmer-30B-MLX-q4 | MTPLX | main |
live |
| DeepSeek-V4.1-Flash-1017 | DeepSeek-V4.1-Flash-1017-exl3-2.81bpw | exllamav3 (CUDA), the plain layout | main |
live |
Qwen3.8-Flash-Next-EXL3-5.05-mlx-serve, -4.05-mlx-serve, -3.05-mlx-serve and -2.05-mlx-serve → the 5.05bpw, 4.05bpw, 3.05bpw and
2.05bpw branches of Qwen3.8-Flash-Next-exl3. Each old repo is a stub.DeepSeek-V4.1-Flash-1017-streaming-repack-exl3-2.9bpw → the 2.9bpw branch of
DeepSeek-V4.1-Flash-1017-streaming-repack-exl3. The old repo is a stub.Kimi-K3-Q2_K-t158-MTPLX (the fully resident serialization) was removed to free storage; the supported checkpoint is
Kimi-K3-Q2_K-t158-MTPLX-streaming. The old repo is a stub.DeepSeek-V4.1-Flash-1017-exl3 → DeepSeek-V4.1-Flash-1017-streaming-repack-exl3;
DeepSeek-V4.1-Flash-streaming-repack-exl3-3.0bpw → DeepSeek-V4.1-Flash-streaming-repack-exl3 (branch 3.0bpw).