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kvcache-ai/ktransformers

https://github.com/kvcache-ai/ktransformers · scanned 2026-07-23 19:43 UTC (4 days, 21 hours ago)

626 raw signals (0 security + 626 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 21 hours ago · v4 · 606 actionable findings from 1 signal source. 20 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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All 6625 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
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has_sft_support software dead ktransformers.py:27
get_musa_bare_metal_version software healthy archive/setup.py:80
get_rocm_bare_metal_version software healthy archive/setup.py:90
get_cuda_bare_metal_version software healthy archive/setup.py:154
get_cuda_version_of_torch software healthy archive/setup.py:163
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run software healthy archive/setup.py:274
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get_cuda_bare_metal_version software healthy archive/kt-sft/setup.py:179
get_cuda_version_of_torch software healthy archive/kt-sft/setup.py:188
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__init__ software healthy archive/kt-sft/setup.py:495
get_cmake_abi_args software healthy archive/kt-sft/setup.py:500
build_extension software healthy archive/kt-sft/setup.py:509
preprocess_function software dead archive/kt-sft/withoutKT_PEFT.py:21
print_model_with_params software healthy archive/kt-sft/withoutKT_PEFT.py:31
save_model software dead archive/kt-sft/withoutKT_PEFT.py:134
load_json software healthy archive/kt-sft/test_adapter/inspect_adapter.py:20
human_readable software healthy archive/kt-sft/test_adapter/inspect_adapter.py:25
inspect_adapter_weights software healthy archive/kt-sft/test_adapter/inspect_adapter.py:33
maybe_print_optimizer software healthy archive/kt-sft/test_adapter/inspect_adapter.py:57
maybe_print_scheduler software healthy archive/kt-sft/test_adapter/inspect_adapter.py:74
maybe_print_rng software healthy archive/kt-sft/test_adapter/inspect_adapter.py:91
dump_tensors software healthy archive/kt-sft/test_adapter/inspect_adapter.py:105

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

LabelLayerStatusPath
ktransformers.py software healthy ktransformers.py
README.md software healthy README.md
MAINTAINERS.md software healthy MAINTAINERS.md
README_ZH.md software healthy README_ZH.md
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book.toml software healthy book.toml
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Makefile software healthy archive/Makefile
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devcontainer.json software healthy archive/.devcontainer/devcontainer.json
Dockerfile software healthy archive/.devcontainer/Dockerfile
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Makefile software healthy archive/kt-sft/Makefile
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data_transfer.py software healthy archive/kt-sft/test_adapter/data_transfer.py
__init__.py software healthy archive/kt-sft/csrc/custom_marlin/__init__.py

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

LabelLayerStatusPath
CpuInstructInfo software healthy archive/setup.py:62
VersionInfo software healthy archive/setup.py:72
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CMakeExtension software healthy archive/setup.py:475
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TestModelBase software healthy archive/kt-sft/ktransformers/lora_test_module.py:54
TestModelTorch software healthy archive/kt-sft/ktransformers/lora_test_module.py:80
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LlamaLinearScalingRotaryEmbedding software healthy archive/kt-sft/ktransformers/models/modeling_llama.py:191
LlamaDynamicNTKScalingRotaryEmbedding software healthy archive/kt-sft/ktransformers/models/modeling_llama.py:203
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LlamaForTokenClassification software healthy archive/kt-sft/ktransformers/models/modeling_llama.py:1669
DeepseekV2RMSNorm software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:103
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DeepseekV2LinearScalingRotaryEmbedding software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:153
DeepseekV2DynamicNTKScalingRotaryEmbedding software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:183
DeepseekV2YarnRotaryEmbedding software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:258
DeepseekV2MLP software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:368
MoEGate software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:387
AddAuxiliaryLoss software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:494
DeepseekV2MoE software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:514
DeepseekV2Attention software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:672
DeepseekV2FlashAttention2 software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:894
DeepseekV2DecoderLayer software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:11…
DeepseekV2PreTrainedModel software healthy archive/kt-sft/ktransformers/models/modeling_deepseek.py:12…

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

LabelLayerStatusPath
docker software healthy docker
archive software healthy archive
.devcontainer software healthy archive/.devcontainer
kt-sft software healthy archive/kt-sft
test_adapter software healthy archive/kt-sft/test_adapter
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amx software healthy archive/kt-sft/csrc/ktransformers_ext/operators/amx
la software healthy archive/kt-sft/csrc/ktransformers_ext/operators/amx/la
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examples software healthy archive/kt-sft/csrc/ktransformers_ext/examples
merge_tensors software healthy archive/kt-sft/merge_tensors
ktransformers software healthy archive/kt-sft/ktransformers
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tests software healthy archive/kt-sft/ktransformers/tests
AIME_2024 software healthy archive/kt-sft/ktransformers/tests/AIME_2024
humaneval software healthy archive/kt-sft/ktransformers/tests/humaneval
util software healthy archive/kt-sft/ktransformers/util
operators software healthy archive/kt-sft/ktransformers/operators
website software healthy archive/kt-sft/ktransformers/website
tests software healthy archive/kt-sft/ktransformers/website/tests
unit software healthy archive/kt-sft/ktransformers/website/tests/unit
public software healthy archive/kt-sft/ktransformers/website/public
css software healthy archive/kt-sft/ktransformers/website/public/css
src software healthy archive/kt-sft/ktransformers/website/src
router software healthy archive/kt-sft/ktransformers/website/src/router
api software healthy archive/kt-sft/ktransformers/website/src/api
utils software healthy archive/kt-sft/ktransformers/website/src/utils
components software healthy archive/kt-sft/ktransformers/website/src/components
chat software healthy archive/kt-sft/ktransformers/website/src/components/chat
conf software healthy archive/kt-sft/ktransformers/website/src/conf
assets software healthy archive/kt-sft/ktransformers/website/src/assets
iconfont software healthy archive/kt-sft/ktransformers/website/src/assets/iconfont
locals software healthy archive/kt-sft/ktransformers/website/src/locals
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sft software healthy archive/kt-sft/ktransformers/sft
metrics_utils software healthy archive/kt-sft/ktransformers/sft/metrics_utils

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

LabelLayerStatusPath
@types/pdfjs-dist@^2.10.378 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@types/websocket@^1.0.10 dependencies healthy archive/kt-sft/ktransformers/website/package.json
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axios@^1.7.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
axios-extensions@^3.1.6 dependencies healthy archive/kt-sft/ktransformers/website/package.json
better-scroll@^2.5.1 dependencies healthy archive/kt-sft/ktransformers/website/package.json
element-plus@^2.7.3 dependencies healthy archive/kt-sft/ktransformers/website/package.json
marked@^12.0.2 dependencies healthy archive/kt-sft/ktransformers/website/package.json
marked-highlight@^2.1.1 dependencies healthy archive/kt-sft/ktransformers/website/package.json
pdf-lib@^1.17.1 dependencies healthy archive/kt-sft/ktransformers/website/package.json
pdfobject@^2.3.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
v-clipboard@^3.0.0-next.1 dependencies healthy archive/kt-sft/ktransformers/website/package.json
vue@^3.4.27 dependencies healthy archive/kt-sft/ktransformers/website/package.json
vue-i18n@^9.13.1 dependencies healthy archive/kt-sft/ktransformers/website/package.json
vue-pdf@^4.3.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
vue-router@^4.0.3 dependencies healthy archive/kt-sft/ktransformers/website/package.json
vue3-apexcharts@^1.5.3 dependencies healthy archive/kt-sft/ktransformers/website/package.json
vuex@^4.0.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
webpack@^5.91.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
webpack-cli@^5.1.4 dependencies healthy archive/kt-sft/ktransformers/website/package.json
websocket@^1.0.35 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@types/jest@^27.0.1 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@types/pdfobject@^2.2.5 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@typescript-eslint/eslint-plugin@^5.4.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@typescript-eslint/parser@^5.4.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/cli-plugin-eslint@~5.0.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/cli-plugin-router@~5.0.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/cli-plugin-typescript@~5.0.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/cli-plugin-unit-jest@~5.0.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/cli-plugin-vuex@~5.0.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/cli-service@~5.0.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/eslint-config-typescript@^9.1.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/test-utils@^2.0.0-0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
@vue/vue3-jest@^27.0.0-alpha.1 dependencies healthy archive/kt-sft/ktransformers/website/package.json
babel-jest@^27.0.6 dependencies healthy archive/kt-sft/ktransformers/website/package.json
eslint@^7.32.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
eslint-plugin-vue@^8.0.3 dependencies healthy archive/kt-sft/ktransformers/website/package.json
jest@^27.0.5 dependencies healthy archive/kt-sft/ktransformers/website/package.json
stylus@^0.55.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
stylus-loader@^6.1.0 dependencies healthy archive/kt-sft/ktransformers/website/package.json
ts-jest@^27.0.4 dependencies healthy archive/kt-sft/ktransformers/website/package.json
typescript@~4.5.5 dependencies healthy archive/kt-sft/ktransformers/website/package.json
[email protected] dependencies healthy archive/kt-sft/pyproject.toml
[email protected] dependencies healthy archive/kt-sft/pyproject.toml
[email protected] dependencies healthy archive/kt-sft/pyproject.toml
[email protected] dependencies healthy archive/kt-sft/pyproject.toml
[email protected] dependencies healthy archive/kt-sft/pyproject.toml
[email protected] dependencies healthy archive/kt-sft/pyproject.toml

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

LabelLayerStatusPath
GET /models api healthy archive/kt-sft/ktransformers/server/api/openai/endpoints/ch…
POST /chat/completions api healthy archive/kt-sft/ktransformers/server/api/openai/endpoints/ch…
POST /{thread_id}/runs api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/r…
POST /runs api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/r…
GET /{thread_id}/runs api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/r…
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POST /{thread_id}/runs/{run_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/r…
POST /{thread_id}/runs/{run_id}/submit_tool_outputs api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/r…
POST /{thread_id}/runs/{run_id}/cancel api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/r…
POST / api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/t…
GET / api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/t…
GET /{thread_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/t…
POST /{thread_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/t…
DELETE /{thread_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/t…
POST /{thread_id}/messages api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/m…
GET /{thread_id}/messages api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/m…
GET /{thread_id}/messages/{message_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/m…
POST /{thread_id}/messages/{message_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/m…
DELETE /{thread_id}/messages/{message_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/m…
GET /status api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/a…
GET /{assistant_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/a…
POST /{assistant_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/a…
DELETE /{assistant_id} api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/a…
GET /{assistant_id}/related_thread api healthy archive/kt-sft/ktransformers/server/api/openai/assistants/a…
POST /completions api healthy archive/kt-sft/ktransformers/server/api/openai/legacy/compl…
GET /system-info api healthy archive/kt-sft/ktransformers/server/api/web/system.py
POST /generate api healthy archive/kt-sft/ktransformers/server/api/ollama/completions.…
POST /chat api healthy archive/kt-sft/ktransformers/server/api/ollama/completions.…
GET /tags api healthy archive/kt-sft/ktransformers/server/api/ollama/completions.…
POST /show api healthy archive/kt-sft/ktransformers/server/api/ollama/completions.…
ANY /api/api-client api healthy archive/kt-sft/ktransformers/website/src/api/api-client.ts

LabelLayerStatusPath
Run data healthy archive/kt-sft/ktransformers/server/models/assistants/runs.…
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run_steps data healthy archive/kt-sft/ktransformers/server/models/assistants/run_s…
Thread data healthy archive/kt-sft/ktransformers/server/models/assistants/threa…
threads data healthy archive/kt-sft/ktransformers/server/models/assistants/threa…
Message data healthy archive/kt-sft/ktransformers/server/models/assistants/messa…
messages data healthy archive/kt-sft/ktransformers/server/models/assistants/messa…
Assistant data healthy archive/kt-sft/ktransformers/server/models/assistants/assis…
assistants data healthy archive/kt-sft/ktransformers/server/models/assistants/assis…
Run data healthy archive/ktransformers/server/models/assistants/runs.py
runs data healthy archive/ktransformers/server/models/assistants/runs.py
RunStep data healthy archive/ktransformers/server/models/assistants/run_steps.py
run_steps data healthy archive/ktransformers/server/models/assistants/run_steps.py
Thread data healthy archive/ktransformers/server/models/assistants/threads.py
threads data healthy archive/ktransformers/server/models/assistants/threads.py
Message data healthy archive/ktransformers/server/models/assistants/messages.py
messages data healthy archive/ktransformers/server/models/assistants/messages.py
Assistant data healthy archive/ktransformers/server/models/assistants/assistants.py
assistants data healthy archive/ktransformers/server/models/assistants/assistants.py

LabelLayerStatusPath
test cicd healthy .github/workflows/docker-image.yml
build-and-push cicd healthy .github/workflows/docker-image.yml
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per-commit-kt-kernel-cpu cicd healthy .github/workflows/kt-kernel-tests.yml
pr-test-kt-kernel-finish cicd healthy .github/workflows/kt-kernel-tests.yml
deploy cicd healthy .github/workflows/deploy.yml
sync cicd healthy .github/workflows/sync-sglang-submodule.yml
build-sglang-kt cicd healthy .github/workflows/release-sglang-kt.yml
publish-pypi cicd healthy .github/workflows/release-sglang-kt.yml
test cicd healthy .github/workflows/book-ci.yml
publish cicd healthy .github/workflows/release-fake-tag.yml
build-and-publish-sglang-kt cicd healthy .github/workflows/release-pypi.yml
build-kt-kernel cicd healthy .github/workflows/release-pypi.yml
publish-pypi cicd healthy .github/workflows/release-pypi.yml
build-and-publish-ktransformers cicd healthy .github/workflows/release-pypi.yml

LabelLayerStatusPath
gha::docker-image cicd healthy .github/workflows/docker-image.yml
gha::kt-kernel-tests cicd healthy .github/workflows/kt-kernel-tests.yml
gha::deploy cicd healthy .github/workflows/deploy.yml
gha::sync-sglang-submodule cicd healthy .github/workflows/sync-sglang-submodule.yml
gha::release-sglang-kt cicd healthy .github/workflows/release-sglang-kt.yml
gha::book-ci cicd healthy .github/workflows/book-ci.yml
gha::release-fake-tag cicd healthy .github/workflows/release-fake-tag.yml
gha::release-pypi cicd healthy .github/workflows/release-pypi.yml

LabelLayerStatusPath
HTTPS_PROXY cicd healthy
PYPI_API_TOKEN cicd healthy
DOCKERHUB_USERNAME cicd healthy
DOCKERHUB_REPO cicd healthy
GITHUB_TOKEN cicd healthy
TEST_PYPI_API_TOKEN cicd healthy
DOCKERHUB_TOKEN cicd healthy
HTTP_PROXY cicd healthy

LabelLayerStatusPath
port:8082 network healthy archive/kt-sft/ktransformers/website/vue.config.js
port:8080 network healthy archive/kt-sft/ktransformers/website/public/config.js
port:10002 network healthy archive/kt-sft/ktransformers/configs/config.yaml
port:30000 network healthy kt-kernel/python/cli/i18n.py
port:08 network healthy .github/workflows/sync-sglang-submodule.yml

LabelLayerStatusPath
image::docker/Dockerfile hardware healthy docker/Dockerfile
image::archive/Dockerfile hardware healthy archive/Dockerfile
image::archive/.devcontainer/Dockerfile hardware healthy archive/.devcontainer/Dockerfile
image::archive/kt-sft/Dockerfile hardware healthy archive/kt-sft/Dockerfile

LabelLayerStatusPath
sqlite data healthy archive/kt-sft/ktransformers/server/utils/sql_utils.py
mongodb data healthy kt-kernel/bench/upload-bench-json.py

LabelLayerStatusPath
127.0.0.1 network healthy docker/build-docker-tar.sh
119.255.238.12 network healthy archive/kt-sft/ktransformers/website/public/config.js

LabelLayerStatusPath
/ frontend healthy archive/kt-sft/ktransformers/website/src/router/index.ts
/chat frontend healthy archive/kt-sft/ktransformers/website/src/router/index.ts

LabelLayerStatusPath
repobility-clone-88k4oib8 software healthy /tmp/repobility-clone-88k4oib8

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gpu (detected) hardware healthy README.md

LabelLayerStatusPath
vps::azure hardware healthy archive/kt-sft/merge_tensors/merge_safetensor_gguf.py

LabelLayerStatusPath
auth::.github/workflows/release-pypi.yml security healthy .github/workflows/release-pypi.yml
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