From a0875c8fa35d62898c4d1b460b02c12478d48d6a Mon Sep 17 00:00:00 2001 From: simba Date: Sat, 26 Sep 2026 08:36:21 -0700 Subject: [PATCH 1/2] fix(ssd): stream the directory we load; finish progress bars; README scope Follow-ups from the #192 review: - --stream-experts drops a resolved model directory that fails validation (an empty or partial snapshot), and the prefetch reuse check validates every shard instead of just config.json, so an interrupted download is resumed rather than planned with a partial size. - Load from the directory streaming was activated for, so a different lookup can't pick another copy that silently loads without streaming. - ProgressTracker.finish() ends the bar line when a download returns or throws, and emitEvent starts a fresh line if a bar is open, so the exiting event is never glued onto a progress line the daemon can't parse. - README: the b769/b773 crash covers quantized MoE models generally (reproduced with Gemma 4 26B-A4B too); re-measure the Gemma 4 8-bit --stream-experts row (9.1 tok/s, 9.5K ok, 32K swaps, 7.3 GB). Co-Authored-By: Claude Opus 5.5 --- README.md | 6 +-- Sources/SwiftLM/Server.swift | 45 +++++++++++++++++++-- docs/profiling/m6/gemma4_26b_a4b_8bit.jsonl | 7 ++++ docs/profiling/m6/gemma4_26b_a4b_8bit.md | 10 +++++ 4 files changed, 62 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index a3c385d..b87f6a5 100644 --- a/README.md +++ b/README.md @@ -69,7 +69,7 @@ The first SwiftLM numbers from a **32 GB** Mac. Every other table in this README | `Qwen3.6-35B-A3B-UD-MLX-4bit` | 21.6 GB | `--stream-experts` | 13.2 tok/s | 40.8K tokens | 5.8 GB | | `Qwen3.8-27B-4bit` (dense) | 11.3 GB | GPU | 9.3 tok/s | 40.8K tokens | 18.4 GB | | `gemma-4-26b-a4b-it-8bit` | ~26 GB | GPU | swaps (+3.1 GB on the first prompt) | — | — | -| `gemma-4-26b-a4b-it-8bit` | ~26 GB | `--stream-experts` | 8.8 tok/s | 9.5K tokens (32K swapped) | 7.6 GB | +| `gemma-4-26b-a4b-it-8bit` | ~26 GB | `--stream-experts` | 9.1 tok/s | 9.5K tokens (32K swapped) | 7.3 GB | - **MoE models are the sweet spot at 32 GB.** Only the active experts are read for each token, so they decode 5–6× faster than a dense 27B. A 4-bit MoE with up to about 22 GB of weights runs entirely on the GPU. - **Qwen3.6-35B-A3B on a base M6 reaches 76%** of the M1 Ultra 64 GB decode speed below (47.0 vs 61.7 tok/s). @@ -97,7 +97,7 @@ Every needle check passed. `--mtp` with the bf16 assistant (`gemma-4-26B-A4B-it- | ~9.8K | 858 / 43.4 | 20.4 GB | 401 / 12.7 | 5.6 GB | | 40.8K | 615 / 36.1 | 21.5 GB | 336 / 12.0 | 5.8 GB | -> ⚠️ **`--stream-experts` crashes on Qwen3.5/3.6 in releases b769 and b773** (`broadcast_shapes … (N,8,8,2048)` on the first request). The mlx-swift-lm upstream sync in #167 broke the SSD path. Earlier versions of this table were measured before that sync and were never re-checked afterwards. Fixed in SharpAI/mlx-swift-lm#69 and #71; the table above was re-measured with those fixes. +> ⚠️ **`--stream-experts` crashes on quantized MoE models in releases b769 and b773** (`broadcast_shapes … (N,8,8,D)` on the first request). Reproduced on M6 with Qwen3.6-35B-A3B and Gemma 4 26B-A4B. The mlx-swift-lm upstream sync in #167 broke the SSD path. Earlier versions of this table were measured before that sync and were never re-checked afterwards. Fixed in SharpAI/mlx-swift-lm#69 and #71; the table above was re-measured with those fixes. ### Qwen3.8-27B-4bit (dense) @@ -121,7 +121,7 @@ Every needle check passed. `--mtp` with the bf16 assistant (`gemma-4-26B-A4B-it- 1. **The MLX buffer cache was unbounded on full-GPU loads.** It could grow to the whole 26.8 GB working set. It is now sized from the RAM left after weights and KV. 2. **The KV-cache estimate counted every layer as full attention.** Gemma 4 (25 of 30 layers use a 1,024-token sliding window) was overestimated 10×, and Qwen3.5/3.8 (48 of 64 layers are linear attention) 4×. On 32 GB that pushed Gemma into CPU/GPU layer partitioning, which crashed with a Metal GPU timeout. 3. **An auto-detected VLM that failed to load exited the server.** `Qwen3.6-35B-A3B-UD-MLX-4bit` ships a `preprocessor_config.json` without `image_mean`. SwiftLM now falls back to text-only unless you pass `--vision`. -4. **Vision-capable models skipped chunked prefill.** On the older mlx-swift-lm pin, a text-only prompt on the VLM path ran through the model in a single pass. It's fixed by the mlx-swift-lm bump in #167. Every number in this section was measured on `main` after that bump; the Qwen3.6 table was re-measured with SharpAI/mlx-swift-lm#69 and #71. +4. **Vision-capable models skipped chunked prefill.** On the older mlx-swift-lm pin, a text-only prompt on the VLM path ran through the model in a single pass. It's fixed by the mlx-swift-lm bump in #167. Every number in this section was measured on `main` after that bump. The `--stream-experts` rows (Qwen3.6 and Gemma 4 8-bit) were re-measured with SharpAI/mlx-swift-lm#69 and #71, because b769/b773 crash in that mode. > ℹ️ **`--turbo-kv` long-range recall is fixed** ([#175](https://github.com/SharpAI/SwiftLM/issues/175), SharpAI/mlx-swift-lm#65). Before the fix, once a prompt passed the 2,048-token compression threshold, attention only saw the recent hot window and positions restarted, so Qwen3.8-27B-4bit got exact lookups wrong. Attention now covers the compressed history too, which makes `--turbo-kv` slower than before (97 s vs 72 s on an 11.8K-token prompt on the M6). `--turbo-kv` still has no effect when `--ctx-size` is set (the attention layers use `RotatingKVCache`). > diff --git a/Sources/SwiftLM/Server.swift b/Sources/SwiftLM/Server.swift index a117434..2e606f9 100644 --- a/Sources/SwiftLM/Server.swift +++ b/Sources/SwiftLM/Server.swift @@ -281,6 +281,21 @@ final class ProgressTracker { init(modelId: String) { self.modelId = modelId } + + /// True while a `\r` progress bar is on screen without its closing newline. + nonisolated(unsafe) static var barOpen = false + + /// Stops redrawing and ends the bar's line, so later output (and the `exiting` + /// event, which the daemon parses per line) starts on a fresh line. + func finish() { + isDone = true + trackingTask?.cancel() + if Self.barOpen { + print("") + fflush(stdout) + Self.barOpen = false + } + } func getDownloadedBytes() -> Int64 { let home = FileManager.default.homeDirectoryForCurrentUser @@ -358,11 +373,14 @@ final class ProgressTracker { let msg = String(format: "\r[SwiftLM] Download: [%@] %@ %@ (%@ MB / %@ MB) %@", bars, pctStr, spinner, completedMB, totalMB, speedText) + if self.isDone { break } print(msg.padding(toLength: 100, withPad: " ", startingAt: 0), terminator: "") fflush(stdout) - + Self.barOpen = true + if fraction >= 1.0 { print("") + Self.barOpen = false self.isDone = true break } @@ -398,6 +416,10 @@ func emitEvent(_ payload: [String: Any]) { Data("[SwiftLM] failed to encode event for stdout: \(payload)\n".utf8)) return } + if ProgressTracker.barOpen { + print("") + ProgressTracker.barOpen = false + } print(json) fflush(stdout) } @@ -644,6 +666,13 @@ struct MLXServer: AsyncParsableCommand { var modelDirectory = ModelStorage.validatedContentDirectory(for: modelId) ?? resolveModelDirectory(modelId: modelId) + // resolveModelDirectory doesn't check the weights are there; streaming must not be + // activated for an empty or partial snapshot the loader won't read. + if self.streamExperts, let dir = modelDirectory, + !ModelStorage.validateLocalModelDirectory(dir) + { + modelDirectory = nil + } if self.streamExperts, !self.info, modelDirectory == nil, !FileManager.default.fileExists(atPath: modelId) { @@ -654,8 +683,10 @@ struct MLXServer: AsyncParsableCommand { .appendingPathComponent("MLX", isDirectory: true) .appendingPathComponent("HuggingFace", isDirectory: true)) let localRepo = hub.localRepoLocation(Hub.Repo(id: modelId)) - if FileManager.default.fileExists( - atPath: localRepo.appendingPathComponent("config.json").path) + // Every shard must be present: an interrupted download (or the config.json + // the architecture probe fetches) would otherwise plan with a partial size. + if FileManager.default.fileExists(atPath: localRepo.path), + ModelStorage.validateLocalModelDirectory(localRepo) { modelDirectory = localRepo } else { @@ -663,6 +694,7 @@ struct MLXServer: AsyncParsableCommand { phase = .architectureProbe print("[SwiftLM] --stream-experts: downloading \(modelId) before loading...") let prefetchTracker = ProgressTracker(modelId: modelId) + defer { prefetchTracker.finish() } modelDirectory = try await hub.snapshot( from: modelId, matching: ["*.safetensors", "*.json", "*.jinja"] ) { progress in @@ -670,6 +702,11 @@ struct MLXServer: AsyncParsableCommand { } } } + // Streaming is activated for `modelDirectory`, and only a load of that exact + // directory streams. Load from it, or a different lookup could pick another copy. + if self.streamExperts, let dir = modelDirectory { + modelConfig = ModelConfiguration(directory: dir) + } var mainModelProfile: ModelProfile? = nil if self.streamExperts, let dir = modelDirectory { mainModelProfile = ModelProfiler.profile(modelDirectory: dir, modelId: modelId) @@ -937,6 +974,7 @@ struct MLXServer: AsyncParsableCommand { return self.model }() let tracker = ProgressTracker(modelId: resolvedModelId) + defer { tracker.finish() } let isAudio = self.audio phase = .mainModelLoad @@ -1003,6 +1041,7 @@ struct MLXServer: AsyncParsableCommand { print("[SwiftLM] Note: the prompt cache is not used for VLM/Omni loads; each text request re-prefills its full prompt.") } + tracker.finish() print("[SwiftLM] Loaded model configuration. Inferred tool call format: \(String(describing: await container.configuration.toolCallFormat))") // ── Check if target model supports DFlash ── diff --git a/docs/profiling/m6/gemma4_26b_a4b_8bit.jsonl b/docs/profiling/m6/gemma4_26b_a4b_8bit.jsonl index 13f4c52..08f826e 100644 --- a/docs/profiling/m6/gemma4_26b_a4b_8bit.jsonl +++ b/docs/profiling/m6/gemma4_26b_a4b_8bit.jsonl @@ -8,3 +8,10 @@ {"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 8192, "run": 0, "warmup": false, "peak_gpu_gb": 7.58, "swap_delta_gb": 0.0, "min_free_pct": 66, "status": "OK", "prompt_tokens": 9543, "prefill_tps": 147.6, "ttft_s": 64.86, "decode_tps": 7.08, "gen_tokens": 128, "needle_ok": true, "degenerate": false} {"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 8192, "run": 1, "warmup": false, "peak_gpu_gb": 7.19, "swap_delta_gb": 0.0, "min_free_pct": 60, "status": "OK", "prompt_tokens": 9518, "prefill_tps": 138.5, "ttft_s": 68.94, "decode_tps": 6.92, "gen_tokens": 128, "needle_ok": true, "degenerate": false} {"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 8192, "run": 2, "warmup": false, "peak_gpu_gb": 7.26, "swap_delta_gb": 0.0, "min_free_pct": 53, "status": "OK", "prompt_tokens": 9577, "prefill_tps": 136.9, "ttft_s": 70.22, "decode_tps": 6.64, "gen_tokens": 128, "needle_ok": true, "degenerate": false} +{"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 512, "run": -1, "warmup": true, "peak_gpu_gb": 5.87, "swap_delta_gb": 0.0, "min_free_pct": 71, "status": "OK", "prompt_tokens": 520, "prefill_tps": 70.6, "ttft_s": 7.39, "decode_tps": 9.19, "gen_tokens": 128, "needle_ok": true, "degenerate": false, "code": "MARLIN-60", "answer_head": "The secret code word is MARLIN-60.\n\n***\n\nElias Thorne had lived within the salt-crusted walls of the Blackwood Reach lighthouse for twenty-two years, a duration long enough for the rhythmic pulse of the Fresnel lens to become his own heartb"} +{"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 512, "run": 0, "warmup": false, "peak_gpu_gb": 6.5, "swap_delta_gb": 0.0, "min_free_pct": 71, "status": "OK", "prompt_tokens": 533, "prefill_tps": 90.6, "ttft_s": 5.93, "decode_tps": 9.13, "gen_tokens": 128, "needle_ok": true, "degenerate": false, "code": "MARLIN-23", "answer_head": "The secret code word is MARLIN-23.\n\n***\n\nElias Thorne had lived within the salt-crusted walls of the Blackwood Reach lighthouse for twenty-two years, a span of time measured not by calendars, but by the rhythmic pulse of the great Fresnel l"} +{"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 512, "run": 1, "warmup": false, "peak_gpu_gb": 6.31, "swap_delta_gb": 0.0, "min_free_pct": 71, "status": "OK", "prompt_tokens": 542, "prefill_tps": 91.8, "ttft_s": 5.95, "decode_tps": 9.09, "gen_tokens": 128, "needle_ok": true, "degenerate": false, "code": "PELICAN-81", "answer_head": "The secret code word is PELICAN-81.\n\n***\n\nElias Thorne had lived within the salt-crusted walls of the Blackwood Reach Lighthouse for twenty-two years, a span of time that had turned his skin into something resembling cured leather and his e"} +{"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 512, "run": 2, "warmup": false, "peak_gpu_gb": 5.6, "swap_delta_gb": 0.0, "min_free_pct": 71, "status": "OK", "prompt_tokens": 527, "prefill_tps": 88.7, "ttft_s": 5.99, "decode_tps": 9.04, "gen_tokens": 128, "needle_ok": true, "degenerate": false, "code": "HERON-20", "answer_head": "The secret code word is HERON-20.\n\n***\n\nElias Thorne had lived within the salt-crusted walls of the Blackwood Reach Lighthouse for twenty-two years, a span of time that had turned his skin to leather and his eyes to the color of a storm-tos"} +{"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 8192, "run": 0, "warmup": false, "peak_gpu_gb": 6.46, "swap_delta_gb": 0.0, "min_free_pct": 66, "status": "OK", "prompt_tokens": 9546, "prefill_tps": 148.4, "ttft_s": 64.52, "decode_tps": 8.22, "gen_tokens": 128, "needle_ok": true, "degenerate": false, "code": "PELICAN-68", "answer_head": "The secret code word is PELICAN-68.\n\nElias Thorne had lived within the salt-crusted walls of the Blackwood Reach Lighthouse for twenty-two years, a duration that felt less like a career and more like a slow merging of man and stone. His wor"} +{"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 8192, "run": 1, "warmup": false, "peak_gpu_gb": 5.92, "swap_delta_gb": 0.0, "min_free_pct": 66, "status": "OK", "prompt_tokens": 9511, "prefill_tps": 145.4, "ttft_s": 65.61, "decode_tps": 8.18, "gen_tokens": 128, "needle_ok": true, "degenerate": false, "code": "HERON-85", "answer_head": "The secret code word is HERON-85.\n\nElias Thorne had lived within the salt-crusted walls of the Blackwood Reach lighthouse for twenty-two years, a duration that felt less like a career and more like a slow merging of man and stone. His world"} +{"model": "mlx-community/gemma-4-26b-a4b-it-8bit", "config": "SSD", "context": 8192, "run": 2, "warmup": false, "peak_gpu_gb": 7.3, "swap_delta_gb": 0.0, "min_free_pct": 59, "status": "OK", "prompt_tokens": 9549, "prefill_tps": 145.7, "ttft_s": 65.73, "decode_tps": 8.16, "gen_tokens": 128, "needle_ok": true, "degenerate": false, "code": "MARLIN-30", "answer_head": "The secret code word is MARLIN-30.\n\nElias Thorne had lived within the salt-crusted walls of the Blackwood Rock Lighthouse for twenty-two years, a duration long enough for the rhythmic pulse of the Fresnel lens to become his own heartbeat. T"} diff --git a/docs/profiling/m6/gemma4_26b_a4b_8bit.md b/docs/profiling/m6/gemma4_26b_a4b_8bit.md index 74ef970..d997446 100644 --- a/docs/profiling/m6/gemma4_26b_a4b_8bit.md +++ b/docs/profiling/m6/gemma4_26b_a4b_8bit.md @@ -12,3 +12,13 @@ Apple M6 · 32 GB · runs=3 (long=1) · warmup=1 · gen=128 · temperature 0 · | SSD | 2048 (2291) | 193.7 | 11.93 | 7.7 | 7.32 | 0.0 | 69 | ok | | SSD | 8192 (9543) | 138.5 | 68.94 | 6.92 | 7.58 | 0.0 | 53 | ok | | SSD | 32768 | — | — | — | 5.8 | 2.09 | 32 | **MEM_ABORT** swap grew 2.1 GB | + +#### `--stream-experts` re-measured with SharpAI/mlx-swift-lm#69 and #71 (b769/b773 crash in this mode) + +Apple M6 · 32 GB · runs=3 (long=1) · warmup=1 · gen=128 · temperature 0 · medians + +| Config | Context (prompt tok) | Prefill tok/s | TTFT s | Decode tok/s | Peak GPU GB | Swap Δ GB | Min free % | Checks | +|---|---|---|---|---|---|---|---|---| +| SSD | 512 (533) | 90.6 | 5.95 | 9.09 | 6.5 | 0.0 | 71 | ok | +| SSD | 8192 (9546) | 145.7 | 65.61 | 8.18 | 7.3 | 0.0 | 59 | ok | +| SSD | 32768 | — | — | — | 5.79 | 2.04 | 31 | **MEM_ABORT** swap grew 2.0 GB | From 4e071f934dd4d22f345cb80c397aa548394cada7 Mon Sep 17 00:00:00 2001 From: simba Date: Sat, 26 Sep 2026 14:21:09 -0700 Subject: [PATCH 2/2] docs(m6): Qwen3.6-35B-A3B --stream-experts recording on release b782 Real-time recording on the official b782 binary: 13.6 tok/s decode, 5.1 GB peak, no swap. Shown in the README's Qwen3.6 GPU vs SSD section. Co-Authored-By: Claude Opus 5.5 --- README.md | 2 + .../media/m6_qwen36_35b_a3b_ssd_stream.cast | 145 ++++++++++++++++++ .../m6/media/m6_qwen36_35b_a3b_ssd_stream.gif | Bin 0 -> 129834 bytes 3 files changed, 147 insertions(+) create mode 100644 docs/profiling/m6/media/m6_qwen36_35b_a3b_ssd_stream.cast create mode 100644 docs/profiling/m6/media/m6_qwen36_35b_a3b_ssd_stream.gif diff --git a/README.md b/README.md index b87f6a5..bf31a2c 100644 --- a/README.md +++ b/README.md @@ -90,6 +90,8 @@ Every needle check passed. `--mtp` with the bf16 assistant (`gemma-4-26B-A4B-it- ### Qwen3.6-35B-A3B 4-bit — GPU vs SSD streaming +![Qwen3.6-35B-A3B with --stream-experts on release b782: 13.6 tok/s decode, 5.1 GB peak, no swap, on a base Mac mini M6 32 GB](docs/profiling/m6/media/m6_qwen36_35b_a3b_ssd_stream.gif) + | Prompt tokens | GPU prefill / decode (tok/s) | GPU peak | `--stream-experts` prefill / decode (tok/s) | SSD peak | |---|---|---|---|---| | ~550 | 714 / 47.0 | 19.8 GB | 256 / 13.2 | 5.6 GB | diff --git a/docs/profiling/m6/media/m6_qwen36_35b_a3b_ssd_stream.cast b/docs/profiling/m6/media/m6_qwen36_35b_a3b_ssd_stream.cast new file mode 100644 index 0000000..69ebe1d --- /dev/null +++ b/docs/profiling/m6/media/m6_qwen36_35b_a3b_ssd_stream.cast @@ -0,0 +1,145 @@ +{"version":3,"term":{"cols":112,"rows":40},"timestamp":1790449820,"idle_time_limit":2.0,"command":"/Users/simba/.cache/swiftlm-bench/demo/record_ssd.sh","title":"SwiftLM · Qwen3.6-35B-A3B --stream-experts · Mac mini M6 32GB","env":{"SHELL":"/bin/zsh"}} +[0.329, "o", "\u001b[36mSwiftLM — github.com/SharpAI/SwiftLM\u001b[39m\r\n\u001b[3244mOpenAI-compatible LLM server for Apple Silicon, in Swift on MLX · release b782\u001b[39m\r\n\r\n"] +[0.000, "o", "\u001b[3244m$\u001b[39m sysctl -n machdep.cpu.brand_string hw.memsize | paste -sd' ' -\r\n"] +[0.641, "o", "Apple M6 · 32 GB · macOS 27.0\r\n\r\n"] +[0.000, "o", "\u001b[3244m$\u001b[39m ./SwiftLM --model unsloth/Qwen3.6-35B-A3B-UD-MLX-4bit --stream-experts --port 5431 &\r\n"] +[2.203, "o", "💾 SSD Expert Streaming enabled (lazy load + layer-sync)\r\n✅ Ready. 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