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xocialize/scail-2-mlx

https://github.com/xocialize/scail-2-mlx · scanned 2026-06-16 01:03 UTC (2 months, 1 week ago)

15 raw signals (0 security + 15 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 15 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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All 171 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
_forward software healthy tests/smoke/test_quantize_smoke.py:22
test_quantize_scope_and_roundtrip software healthy tests/smoke/test_quantize_smoke.py:41
pt_scail_utils software healthy tests/parity/test_scail_utils_parity.py:27
test_mask_compress_parity software healthy tests/parity/test_scail_utils_parity.py:50
_pt_freqs software healthy tests/parity/test_rope_parity.py:21
_mx_freqs software healthy tests/parity/test_rope_parity.py:32
_shift_kwargs software healthy tests/parity/test_rope_parity.py:42
_run_segment software healthy tests/parity/test_rope_parity.py:61
test_rope_segment software healthy tests/parity/test_rope_parity.py:81
test_rope_apply_scail_full software healthy tests/parity/test_rope_parity.py:86
_cpu_flash_attention software healthy tests/parity/conftest.py:28
_ensure_wanref software healthy tests/parity/conftest.py:43
_load_upstream software healthy tests/parity/conftest.py:74
pt_scail2 software healthy tests/parity/conftest.py:87
pt_clip software healthy tests/parity/conftest.py:92
test_vit_forward_parity software healthy tests/parity/test_clip_parity.py:38
test_bicubic_resize_parity software healthy tests/parity/test_clip_parity.py:54
test_clip_visual_e2e_tiny software healthy tests/parity/test_clip_parity.py:70
vaes software healthy tests/parity/test_vae_decode_parity.py:33
test_decode_chunked_parity software healthy tests/parity/test_vae_decode_parity.py:46
test_encode_parity software healthy tests/parity/test_vae_decode_parity.py:59
_make_inputs software healthy tests/parity/test_model_forward_parity.py:37
test_forward_parity software healthy tests/parity/test_model_forward_parity.py:56
test_half_bilinear_parity software healthy tests/parity/test_pipeline_utils_parity.py:14
_materialize software healthy tests/parity/_helpers.py:23
make_seeded_input software healthy tests/parity/_helpers.py:29
pt_to_mx software healthy tests/parity/_helpers.py:39
mx_to_np software healthy tests/parity/_helpers.py:45
transpose_pt_conv software healthy tests/parity/_helpers.py:51
load_pt_state_into_mx software healthy tests/parity/_helpers.py:67
assert_parity software healthy tests/parity/_helpers.py:106
tensor_stats software healthy tests/parity/_helpers.py:141
detect_checkerboard software healthy tests/parity/_helpers.py:171
noise_decode_check software healthy tests/parity/_helpers.py:213
test_batched_cfg_equals_sequential software healthy tests/parity/test_batched_cfg_parity.py:15
_resize_for_rectangle_crop_np software healthy scripts/generate.py:36
_load_image software healthy scripts/generate.py:53
_load_video software healthy scripts/generate.py:59
main software healthy scripts/generate.py:67
_load_upstream_convert software healthy recipes/convert_scail2.py:33
_save software healthy recipes/convert_scail2.py:42
convert_dit software dead recipes/convert_scail2.py:50
convert_vae software dead recipes/convert_scail2.py:74
convert_umt5 software dead recipes/convert_scail2.py:85
convert_clip software dead recipes/convert_scail2.py:99
main software healthy recipes/convert_scail2.py:127
_build_model software healthy recipes/quantize_dit.py:28
_load software healthy recipes/quantize_dit.py:38
_forward software healthy recipes/quantize_dit.py:44
main software healthy recipes/quantize_dit.py:63

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.md software healthy README.md
pyproject.toml software healthy pyproject.toml
PORT-PLAN.md software healthy PORT-PLAN.md
LICENSE software healthy LICENSE
NOTICE software healthy NOTICE
__init__.py software healthy tests/__init__.py
__init__.py software healthy tests/smoke/__init__.py
test_quantize_smoke.py software healthy tests/smoke/test_quantize_smoke.py
test_scail_utils_parity.py software healthy tests/parity/test_scail_utils_parity.py
test_rope_parity.py software healthy tests/parity/test_rope_parity.py
__init__.py software healthy tests/parity/__init__.py
conftest.py software healthy tests/parity/conftest.py
test_clip_parity.py software healthy tests/parity/test_clip_parity.py
test_vae_decode_parity.py software healthy tests/parity/test_vae_decode_parity.py
test_model_forward_parity.py software healthy tests/parity/test_model_forward_parity.py
test_pipeline_utils_parity.py software healthy tests/parity/test_pipeline_utils_parity.py
_helpers.py software healthy tests/parity/_helpers.py
test_batched_cfg_parity.py software healthy tests/parity/test_batched_cfg_parity.py
generate.py software healthy scripts/generate.py
convert_scail2.py software healthy recipes/convert_scail2.py
quantize_dit.py software healthy recipes/quantize_dit.py
__init__.py software healthy scail2_mlx/__init__.py
scail.py software healthy scail2_mlx/scail.py
vae_stream.py software healthy scail2_mlx/utils/vae_stream.py
__init__.py software healthy scail2_mlx/utils/__init__.py
quant.py software healthy scail2_mlx/utils/quant.py
scail_utils.py software healthy scail2_mlx/utils/scail_utils.py
weights.py software healthy scail2_mlx/utils/weights.py
__init__.py software healthy scail2_mlx/modules/__init__.py
clip.py software healthy scail2_mlx/modules/clip.py
model_scail2.py software healthy scail2_mlx/modules/model_scail2.py
attention.py software healthy scail2_mlx/modules/attention.py
__init__.py software healthy scail2_mlx/configs/__init__.py
scail_config_14B.py software healthy scail2_mlx/configs/scail_config_14B.py

LabelLayerStatusPath
_WanVAEAdapter software healthy scail2_mlx/scail.py:46
_T5EncoderAdapter software healthy scail2_mlx/scail.py:63
SCAIL2Pipeline software healthy scail2_mlx/scail.py:81
QuickGELU software healthy scail2_mlx/modules/clip.py:28
LayerNorm software healthy scail2_mlx/modules/clip.py:34
SelfAttention software healthy scail2_mlx/modules/clip.py:49
SwiGLU software healthy scail2_mlx/modules/clip.py:84
AttentionBlock software healthy scail2_mlx/modules/clip.py:102
AttentionPool software healthy scail2_mlx/modules/clip.py:149
VisionTransformer software healthy scail2_mlx/modules/clip.py:208
XLMRobertaCLIP software healthy scail2_mlx/modules/clip.py:307
CLIPModel software healthy scail2_mlx/modules/clip.py:410
WanRMSNorm software healthy scail2_mlx/modules/model_scail2.py:190
WanLayerNorm software healthy scail2_mlx/modules/model_scail2.py:209
WanSelfAttention software healthy scail2_mlx/modules/model_scail2.py:230
WanT2VCrossAttention software healthy scail2_mlx/modules/model_scail2.py:285
WanI2VCrossAttention software healthy scail2_mlx/modules/model_scail2.py:313
WanAttentionBlock software healthy scail2_mlx/modules/model_scail2.py:362
Head software healthy scail2_mlx/modules/model_scail2.py:444
MLPProj software healthy scail2_mlx/modules/model_scail2.py:476
SCAIL2Model software healthy scail2_mlx/modules/model_scail2.py:506

LabelLayerStatusPath
tests software healthy tests
smoke software healthy tests/smoke
parity software healthy tests/parity
scripts software healthy scripts
recipes software healthy recipes
scail2_mlx software healthy scail2_mlx
utils software healthy scail2_mlx/utils
modules software healthy scail2_mlx/modules
configs software healthy scail2_mlx/configs

LabelLayerStatusPath
repobility-clone-cv9ddp9l software healthy /tmp/repobility-clone-cv9ddp9l

LabelLayerStatusPath
gpu (detected) hardware healthy tests/parity/conftest.py
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