diff --git a/misc/colibri/Makefile b/misc/colibri/Makefile
index 19d13e6b18f8..a13d1a1a2d58 100644
--- a/misc/colibri/Makefile
+++ b/misc/colibri/Makefile
@@ -1,34 +1,34 @@
 PORTNAME=	colibri
-DISTVERSION=	g20260714
+DISTVERSION=	g20260715
 CATEGORIES=	misc # machine-learning
 PKGNAMESUFFIX=	-ai
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine
 WWW=		https://github.com/JustVugg/colibri
 
 LICENSE=	APACHE20
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
 USES=		gmake python shebangfix
 
 USE_GITHUB=	yes
 GH_ACCOUNT=	JustVugg
-GH_TAGNAME=	62419af
+GH_TAGNAME=	550ddcb
 
 SHEBANG_FILES=	c/coli
 SHEBANG_GLOB=	*.py
 
 CFLAGS+=	-pthread -fopenmp # -fopenmp is for tests
 LDFLAGS+=	-pthread -lm
 MAKE_ARGS=	CC=${CC} \
 		CFLAGS="${CFLAGS}" \
 		LDFLAGS="${LDFLAGS}"
 
 TEST_TARGET=	test
 
 # tests as of 2026-07-14:
 # Ran 62 tests in 3.629s
 # OK
 
 .include <bsd.port.mk>
diff --git a/misc/colibri/distinfo b/misc/colibri/distinfo
index 54bb31d542f6..90abc8b626af 100644
--- a/misc/colibri/distinfo
+++ b/misc/colibri/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1784064567
-SHA256 (JustVugg-colibri-g20260714-62419af_GH0.tar.gz) = 5c2e8956653c18c3bbc6616b24423a91c540079d24e2472ceed93bd04cbf1221
-SIZE (JustVugg-colibri-g20260714-62419af_GH0.tar.gz) = 1368927
+TIMESTAMP = 1784165685
+SHA256 (JustVugg-colibri-g20260715-550ddcb_GH0.tar.gz) = 11ae44721a02516c204fb6fc283b0d886d09de97e6ffeb8b8a4138bbcb0f9b1f
+SIZE (JustVugg-colibri-g20260715-550ddcb_GH0.tar.gz) = 1396819
diff --git a/misc/colibri/pkg-plist b/misc/colibri/pkg-plist
index 7cde3bbbafd0..b0bf85c7361a 100644
--- a/misc/colibri/pkg-plist
+++ b/misc/colibri/pkg-plist
@@ -1,22 +1,22 @@
 bin/coli
 libexec/colibri/doctor.py
 libexec/colibri/glm
 libexec/colibri/olmoe
 libexec/colibri/openai_server.py
 libexec/colibri/resource_plan.py
 libexec/colibri/tools/__init__.py
 libexec/colibri/tools/benchmark_cuda_fixture.py
 libexec/colibri/tools/clean.py
 libexec/colibri/tools/convert_fp8_to_int4.py
 libexec/colibri/tools/convert_olmoe.py
 libexec/colibri/tools/download_glm52.py
 libexec/colibri/tools/eval_glm.py
-libexec/colibri/tools/expert_atlas.py
 libexec/colibri/tools/fetch_benchmarks.py
 libexec/colibri/tools/gen_unicode.py
+libexec/colibri/tools/glm_fp8_emit.py
 libexec/colibri/tools/make_glm_bench_model.py
 libexec/colibri/tools/make_glm_oracle.py
 libexec/colibri/tools/quant_ablation.py
 libexec/colibri/tools/route_coupling_report.py
 libexec/colibri/tools/route_pairs.py
 libexec/colibri/tools/run_tests.py