From the uDemy course on LLM engineering.
https://www.udemy.com/course/llm-engineering-master-ai-and-large-language-models
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
392 lines
8.3 KiB
392 lines
8.3 KiB
name: llm_engineering |
|
channels: |
|
- conda-forge |
|
- defaults |
|
dependencies: |
|
- accelerate=0.33.0 |
|
- aiofiles=22.1.0 |
|
- aiohttp=3.9.5 |
|
- aiosignal=1.2.0 |
|
- annotated-types=0.6.0 |
|
- ansi2html=1.9.1 |
|
- anthropic=0.34.1 |
|
- anyio=4.2.0 |
|
- aom=3.9.1 |
|
- appnope=0.1.2 |
|
- argon2-cffi=21.3.0 |
|
- argon2-cffi-bindings=21.2.0 |
|
- asttokens=2.0.5 |
|
- async-lru=2.0.4 |
|
- async-timeout=4.0.3 |
|
- attrs=23.1.0 |
|
- aws-c-auth=0.7.26 |
|
- aws-c-cal=0.7.4 |
|
- aws-c-common=0.9.27 |
|
- aws-c-compression=0.2.19 |
|
- aws-c-event-stream=0.4.3 |
|
- aws-c-http=0.8.8 |
|
- aws-c-io=0.14.18 |
|
- aws-c-mqtt=0.10.4 |
|
- aws-c-s3=0.6.4 |
|
- aws-c-sdkutils=0.1.19 |
|
- aws-checksums=0.1.18 |
|
- aws-crt-cpp=0.28.1 |
|
- aws-sdk-cpp=1.11.379 |
|
- azure-core-cpp=1.13.0 |
|
- azure-identity-cpp=1.8.0 |
|
- azure-storage-blobs-cpp=12.12.0 |
|
- azure-storage-common-cpp=12.7.0 |
|
- azure-storage-files-datalake-cpp=12.11.0 |
|
- babel=2.11.0 |
|
- backoff=2.2.1 |
|
- bcrypt=4.2.0 |
|
- beautifulsoup4=4.12.3 |
|
- blas=1.0 |
|
- bleach=4.1.0 |
|
- blinker=1.6.2 |
|
- bottleneck=1.3.7 |
|
- brotli=1.0.7 |
|
- brotli-python=1.0.9 |
|
- bzip2=1.0.8 |
|
- c-ares=1.33.1 |
|
- ca-certificates=2024.8.30 |
|
- cached-property=1.5.2 |
|
- cachetools=5.3.3 |
|
- cairo=1.18.0 |
|
- certifi=2024.7.4 |
|
- cffi=1.16.0 |
|
- charset-normalizer=3.3.2 |
|
- chroma-hnswlib=0.7.3 |
|
- chromadb=0.4.14 |
|
- click=8.1.7 |
|
- coloredlogs=15.0.1 |
|
- comm=0.2.1 |
|
- contourpy=1.2.0 |
|
- cryptography=43.0.0 |
|
- cycler=0.11.0 |
|
- dash=2.14.2 |
|
- datasets=2.19.1 |
|
- dav1d=1.2.1 |
|
- debugpy=1.6.7 |
|
- decorator=5.1.1 |
|
- defusedxml=0.7.1 |
|
- dill=0.3.8 |
|
- distro=1.9.0 |
|
- executing=0.8.3 |
|
- expat=2.6.2 |
|
- faiss=1.8.0 |
|
- faiss-cpu=1.8.0 |
|
- fastapi=0.112.2 |
|
- ffmpeg=7.0.2 |
|
- ffmpy=0.3.0 |
|
- filelock=3.13.1 |
|
- flask=3.0.3 |
|
- flask-compress=1.13 |
|
- font-ttf-dejavu-sans-mono=2.37 |
|
- font-ttf-inconsolata=2.001 |
|
- font-ttf-source-code-pro=2.030 |
|
- font-ttf-ubuntu=0.83 |
|
- fontconfig=2.14.2 |
|
- fonts-anaconda=1 |
|
- fonts-conda-ecosystem=1 |
|
- fonttools=4.51.0 |
|
- freetype=2.12.1 |
|
- fribidi=1.0.10 |
|
- frozenlist=1.4.0 |
|
- fsspec=2024.3.1 |
|
- gflags=2.2.2 |
|
- glog=0.7.1 |
|
- gmp=6.3.0 |
|
- gmpy2=2.1.2 |
|
- gnutls=3.8.7 |
|
- google-ai-generativelanguage=0.6.6 |
|
- google-api-core=2.19.1 |
|
- google-api-python-client=2.143.0 |
|
- google-auth=2.29.0 |
|
- google-auth-httplib2=0.2.0 |
|
- google-generativeai=0.7.2 |
|
- googleapis-common-protos=1.63.2 |
|
- gradio=4.42.0 |
|
- gradio-client=1.3.0 |
|
- graphite2=1.3.14 |
|
- greenlet=3.0.1 |
|
- grpcio=1.62.2 |
|
- h11=0.14.0 |
|
- harfbuzz=9.0.0 |
|
- httpcore=1.0.2 |
|
- httplib2=0.22.0 |
|
- httpx=0.27.0 |
|
- huggingface_hub=0.24.6 |
|
- humanfriendly=10.0 |
|
- icu=75.1 |
|
- idna=3.7 |
|
- importlib-metadata=7.0.1 |
|
- importlib-resources=6.4.0 |
|
- importlib_resources=6.4.0 |
|
- ipykernel=6.28.0 |
|
- ipython=8.25.0 |
|
- ipywidgets=8.1.2 |
|
- itsdangerous=2.2.0 |
|
- jedi=0.19.1 |
|
- jinja2=3.1.4 |
|
- jiter=0.5.0 |
|
- joblib=1.4.2 |
|
- json5=0.9.6 |
|
- jsonpatch=1.33 |
|
- jsonpointer=2.1 |
|
- jsonschema=4.23.0 |
|
- jsonschema-specifications=2023.7.1 |
|
- jupyter-dash=0.4.2 |
|
- jupyter-lsp=2.2.0 |
|
- jupyter_client=8.6.0 |
|
- jupyter_core=5.7.2 |
|
- jupyter_events=0.10.0 |
|
- jupyter_server=2.14.1 |
|
- jupyter_server_terminals=0.4.4 |
|
- jupyterlab=4.0.11 |
|
- jupyterlab_pygments=0.1.2 |
|
- jupyterlab_server=2.25.1 |
|
- jupyterlab_widgets=3.0.10 |
|
- kiwisolver=1.4.4 |
|
- krb5=1.21.3 |
|
- lame=3.100 |
|
- langchain=0.2.15 |
|
- langchain-chroma=0.1.3 |
|
- langchain-core=0.2.37 |
|
- langchain-openai=0.1.23 |
|
- langchain-text-splitters=0.2.2 |
|
- langsmith=0.1.108 |
|
- lcms2=2.16 |
|
- lerc=4.0.0 |
|
- libabseil=20240116.2 |
|
- libarrow=17.0.0 |
|
- libarrow-acero=17.0.0 |
|
- libarrow-dataset=17.0.0 |
|
- libarrow-substrait=17.0.0 |
|
- libasprintf=0.22.5 |
|
- libass=0.17.3 |
|
- libblas=3.9.0 |
|
- libbrotlicommon=1.1.0 |
|
- libbrotlidec=1.1.0 |
|
- libbrotlienc=1.1.0 |
|
- libcblas=3.9.0 |
|
- libcrc32c=1.1.2 |
|
- libcurl=8.9.1 |
|
- libcxx=18.1.8 |
|
- libdeflate=1.21 |
|
- libedit=3.1.20230828 |
|
- libev=4.33 |
|
- libevent=2.1.12 |
|
- libexpat=2.6.2 |
|
- libfaiss=1.8.0 |
|
- libffi=3.4.2 |
|
- libgettextpo=0.22.5 |
|
- libgfortran=5.0.0 |
|
- libgfortran5=11.3.0 |
|
- libglib=2.80.3 |
|
- libgoogle-cloud=2.28.0 |
|
- libgoogle-cloud-storage=2.28.0 |
|
- libgrpc=1.62.2 |
|
- libhwloc=2.11.1 |
|
- libiconv=1.17 |
|
- libidn2=2.3.4 |
|
- libintl=0.22.5 |
|
- libjpeg-turbo=3.0.3 |
|
- liblapack=3.9.0 |
|
- libnghttp2=1.58.0 |
|
- libopenblas=0.3.21 |
|
- libopenvino=2024.3.0 |
|
- libopenvino-arm-cpu-plugin=2024.3.0 |
|
- libopenvino-auto-batch-plugin=2024.3.0 |
|
- libopenvino-auto-plugin=2024.3.0 |
|
- libopenvino-hetero-plugin=2024.3.0 |
|
- libopenvino-ir-frontend=2024.3.0 |
|
- libopenvino-onnx-frontend=2024.3.0 |
|
- libopenvino-paddle-frontend=2024.3.0 |
|
- libopenvino-pytorch-frontend=2024.3.0 |
|
- libopenvino-tensorflow-frontend=2024.3.0 |
|
- libopenvino-tensorflow-lite-frontend=2024.3.0 |
|
- libopus=1.3.1 |
|
- libparquet=17.0.0 |
|
- libpng=1.6.43 |
|
- libprotobuf=4.25.3 |
|
- libpulsar=3.5.1 |
|
- libre2-11=2023.09.01 |
|
- libsentencepiece=0.2.0 |
|
- libsodium=1.0.18 |
|
- libsqlite=3.46.0 |
|
- libssh2=1.11.0 |
|
- libtasn1=4.19.0 |
|
- libthrift=0.20.0 |
|
- libtiff=4.6.0 |
|
- libtorch=2.4.0 |
|
- libunistring=0.9.10 |
|
- libutf8proc=2.8.0 |
|
- libuv=1.48.0 |
|
- libvpx=1.14.1 |
|
- libwebp-base=1.4.0 |
|
- libxcb=1.16 |
|
- libxml2=2.12.7 |
|
- libzlib=1.3.1 |
|
- llvm-openmp=18.1.8 |
|
- lz4-c=1.9.4 |
|
- markdown-it-py=2.2.0 |
|
- markupsafe=2.1.3 |
|
- matplotlib=3.8.4 |
|
- matplotlib-base=3.8.4 |
|
- matplotlib-inline=0.1.6 |
|
- mdurl=0.1.0 |
|
- mistune=2.0.4 |
|
- monotonic=1.5 |
|
- mpc=1.1.0 |
|
- mpfr=4.0.2 |
|
- mpmath=1.3.0 |
|
- multidict=6.0.4 |
|
- multiprocess=0.70.15 |
|
- nbclient=0.8.0 |
|
- nbconvert=7.10.0 |
|
- nbformat=5.9.2 |
|
- ncurses=6.5 |
|
- nest-asyncio=1.6.0 |
|
- nettle=3.9.1 |
|
- networkx=3.3 |
|
- nomkl=3.0 |
|
- notebook-shim=0.2.3 |
|
- numexpr=2.8.7 |
|
- numpy=1.26.4 |
|
- numpy-base=1.26.4 |
|
- onnxruntime=1.17.1 |
|
- openai=1.37.0 |
|
- openh264=2.4.1 |
|
- openjpeg=2.5.2 |
|
- openssl=3.3.1 |
|
- orc=2.0.2 |
|
- orjson=3.9.15 |
|
- overrides=7.4.0 |
|
- p11-kit=0.24.1 |
|
- packaging=24.1 |
|
- pandas=2.2.2 |
|
- pandocfilters=1.5.0 |
|
- parso=0.8.3 |
|
- pcre2=10.44 |
|
- pexpect=4.8.0 |
|
- pillow=10.4.0 |
|
- pip=24.2 |
|
- pixman=0.43.4 |
|
- pkgutil-resolve-name=1.3.10 |
|
- platformdirs=3.10.0 |
|
- plotly=5.22.0 |
|
- posthog=3.5.0 |
|
- prometheus_client=0.14.1 |
|
- prompt-toolkit=3.0.43 |
|
- prompt_toolkit=3.0.43 |
|
- proto-plus=1.24.0 |
|
- protobuf=4.25.3 |
|
- psutil=5.9.0 |
|
- pthread-stubs=0.3 |
|
- ptyprocess=0.7.0 |
|
- pugixml=1.14 |
|
- pulsar-client=3.5.0 |
|
- pure_eval=0.2.2 |
|
- pyarrow=17.0.0 |
|
- pyarrow-core=17.0.0 |
|
- pyasn1=0.4.8 |
|
- pyasn1-modules=0.2.8 |
|
- pybind11-abi=4 |
|
- pycparser=2.21 |
|
- pydantic=2.8.2 |
|
- pydantic-core=2.20.1 |
|
- pydub=0.25.1 |
|
- pygments=2.15.1 |
|
- pyopenssl=24.2.1 |
|
- pyparsing=3.0.9 |
|
- pypika=0.48.9 |
|
- pysocks=1.7.1 |
|
- python=3.11.9 |
|
- python-dateutil=2.9.0post0 |
|
- python-dotenv=0.21.0 |
|
- python-fastjsonschema=2.16.2 |
|
- python-flatbuffers=24.3.25 |
|
- python-json-logger=2.0.7 |
|
- python-multipart=0.0.9 |
|
- python-tzdata=2023.3 |
|
- python-xxhash=2.0.2 |
|
- python_abi=3.11 |
|
- pytorch=2.4.0 |
|
- pytz=2024.1 |
|
- pyyaml=6.0.1 |
|
- pyzmq=25.1.2 |
|
- re2=2023.09.01 |
|
- readline=8.2 |
|
- referencing=0.30.2 |
|
- regex=2024.7.24 |
|
- requests=2.32.3 |
|
- retrying=1.3.3 |
|
- rfc3339-validator=0.1.4 |
|
- rfc3986-validator=0.1.1 |
|
- rich=13.7.1 |
|
- rpds-py=0.10.6 |
|
- rsa=4.7.2 |
|
- ruff=0.3.5 |
|
- safetensors=0.4.4 |
|
- scikit-learn=1.5.1 |
|
- scipy=1.13.1 |
|
- semantic_version=2.8.5 |
|
- send2trash=1.8.2 |
|
- sentencepiece=0.2.0 |
|
- sentencepiece-python=0.2.0 |
|
- sentencepiece-spm=0.2.0 |
|
- setuptools=72.2.0 |
|
- shellingham=1.5.0 |
|
- six=1.16.0 |
|
- sleef=3.6.1 |
|
- snappy=1.2.1 |
|
- sniffio=1.3.0 |
|
- soupsieve=2.5 |
|
- sqlalchemy=2.0.30 |
|
- stack_data=0.2.0 |
|
- starlette=0.38.2 |
|
- svt-av1=2.2.1 |
|
- sympy=1.13.2 |
|
- tbb=2021.12.0 |
|
- tenacity=8.2.3 |
|
- terminado=0.17.1 |
|
- threadpoolctl=3.5.0 |
|
- tiktoken=0.7.0 |
|
- tinycss2=1.2.1 |
|
- tk=8.6.13 |
|
- tokenizers=0.19.1 |
|
- tomlkit=0.12.0 |
|
- tornado=6.4.1 |
|
- tqdm=4.66.5 |
|
- traitlets=5.14.3 |
|
- transformers=4.41.2 |
|
- typer=0.12.5 |
|
- typer-slim=0.12.5 |
|
- typer-slim-standard=0.12.5 |
|
- typing-extensions=4.11.0 |
|
- typing_extensions=4.11.0 |
|
- tzdata=2024a |
|
- unicodedata2=15.1.0 |
|
- uritemplate=4.1.1 |
|
- urllib3=2.2.2 |
|
- uvicorn=0.20.0 |
|
- wcwidth=0.2.5 |
|
- webencodings=0.5.1 |
|
- websocket-client=1.8.0 |
|
- websockets=10.4 |
|
- werkzeug=3.0.3 |
|
- wheel=0.44.0 |
|
- widgetsnbextension=4.0.10 |
|
- x264=1!164.3095 |
|
- x265=3.5 |
|
- xorg-libxau=1.0.11 |
|
- xorg-libxdmcp=1.1.3 |
|
- xxhash=0.8.0 |
|
- xz=5.2.6 |
|
- yaml=0.2.5 |
|
- yarl=1.9.3 |
|
- zeromq=4.3.5 |
|
- zipp=3.17.0 |
|
- zlib=1.3.1 |
|
- zstd=1.5.6
|
|
|