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main
July 7, 2026
J
coli bench: self-contained (venv python + auto-fetch datasets); README calls for a quality run on faster hardware
JustVugg committed
b71d388
July 6, 2026
J
DSA lightning indexer: full implementation with auto-detection
JustVugg committed
193d2ce
R
macOS/Apple Silicon port: NEON kernels + platform shim (PR #1 by RDouglasSharp)
RDouglas committed
dd8c907
J
README: today's engine work (integer kernels, MLA absorption, readahead, sampling, DSA status)
JustVugg committed
8d7fbef
J
async I/O: WILLNEED readahead of the next expert block while computing the current one
JustVugg committed
7a5ffd1
J
MLA weight absorption for decode (S<=4): no per-token k/v reconstruction — score via (W_K^T q)·latent, ctx via W_V(Σ a·latent). Validated exact: f32 TF 32/32, gen 20/20 with ABSORB=1 forced
JustVugg committed
757b0a8
J
integer-dot kernels (Q8_0-style activations, AVX2 maddubs): int8 always, int4 when S>=2 — measured 1.4-2.5x
JustVugg committed
741f49a
J
README: honest matmul-bound predictions (GFLOP math), updated sampling defaults
JustVugg committed
34fb900
J
sampling defaults for int4 reality: temp 0.7, nucleus 0.90 (official 1.0/0.95 tuned for full precision; the int4 tail is quantization noise)
JustVugg committed
2dd6800
J
prefill progress: engine reports layer N/78 on stderr, coli spinner shows it live
JustVugg committed
1a8d2bc
J
reserve 2.5 GB for the page cache in the RAM budget: starving it drops buffered reads 800->180 MB/s (measured)
JustVugg committed
3278ea7
J
autopin: pin share scales with usage-history confidence
JustVugg committed
e982d29
J
coli: user box adapts to multi-line messages; status lines one per row without paths
JustVugg committed
b56d58d
J
surface MTP/USAGE status in coli chat banner (stderr)
JustVugg committed
afcd71a
J
coli convert: one command does model + MTP head; README documents the full zero-to-chat path
JustVugg committed
b2855c0
J
learning cache + true sampling + DSA indexer extraction mode
JustVugg committed
3e88e37
J
serve: :piu resumes a truncated answer from live KV; ngen default 1024 (stops end turns now)
JustVugg committed
257c4d0
July 5, 2026
V
Update README.md
Vincenzo committed
8e8d5fb
V
Update README.md
Vincenzo committed
ea27cd7
V
Update README.md
Vincenzo committed
1e33e9b
J
README: TUI pixel-art hummingbird as SVG logo banner
JustVugg committed
31d91b2
J
README: try-it-on-better-hardware guide + predictions + support section; drop stage-0 research scripts from repo
JustVugg committed
2000874
J
colibrì: pure-C GLM-5.2 (744B MoE) engine with disk-streamed experts
JustVugg committed
1ae22a6
July 1, 2026
V
Initial commit
Vincenzo committed
a6deef8