train-llm-from-scratch vs LocalAI
train-llm-from-scratch and LocalAI share 5 technologies: torchaudio, torchvision, torch, tiktoken, and datasets. train-llm-from-scratch is written in Python and LocalAI in Go.
What they share and what sets them apart
FareedKhan-dev
train-llm-from-scratch
A straightforward method for training your LLM, from downloading data to generating text.
Python13.2kRead on November 10, 2026, at commit bdd480aWhat is train-llm-from-scratch built with?Only in train-llm-from-scratch
h5py
In common
mudler
LocalAI
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
Go50.3kRead on November 10, 2026, at commit 638bb56What is LocalAI built with?Only in LocalAI
- React
- net/http
- Echo
- go-sqlite3
- modernc.org/sqlite
pyarrow
s3
- SQLite
- NATS.io
- Postgres
- github.com/glebarez/sqlite
github.com/valkey-io/valkey-go
github.com/valkey-io/valkey-go/mock
- MCP
- Hugging Face
- Qdrant
OpenAI- anyio
- FastAPI
- Lightning
uvicorn
- Tokio
react-router-dom
- Vite
- Hono
- Gradio
matplotlib
- fyne.io/fyne/v2
- github.com/schollz/progressbar/v3
- gorm.io/gorm
- github.com/emersion/go-sasl
- github.com/nats-io/jwt/v2
- github.com/nats-io/nkeys
- golang.org/x/oauth2
github.com/aws/aws-sdk-go-v2/credentials
github.com/coreos/go-oidc/v3
- github.com/timbutler/zxcvbn
accelerate
- bitsandbytes
- conformer
- coqui-tts
- einops
- flash-attn
- go-openai
llama-cpp-python
- llvmlite
- Model Context Protocol
- ModelScope
- nemo-toolkit
- neucodec
- NVIDIA
- oneccl-bind-pt
- ONNX
- onnxruntime-gpu
openai-go
- phonemizer
- rfdetr
- s3tokenizer
scikit-image
- sentencepiece
- spacy-pkuseg
- texterrors
torchao
- torchtune
- vector-quantize-pytorch
github.com/gpustack/gguf-parser-go
github.com/mudler/nib
- transformers
diffusers
- github.com/mudler/cogito
mlx
- github.com/mudler/localrecall
opencv-python
insightface
- mlx-lm
- vLLM
- github.com/yalue/onnxruntime_go
librosa
- onnxruntime
sglang
- compel
- faster-qwen3-tts
- faster-whisper
funasr
github.com/go-skynet/go-llama.cpp
- github.com/mudler/go-piper
- github.com/otiai10/openaigo
- github.com/streamer45/silero-vad-go
inference
- kokoro
- mlx-audio
moonshine-voice
- Ollama
optimum
- optimum-quanto
- outetts
peft
- pocket-tts
- QWen
- qwen-tts
- rerankers
safetensors
sentence-transformers
speechbrain
- tinygrad
tokenizers
trl
voxcpm
- whisperx
av
markupsafe
- sox
- torchcodec
github.com/go-audio/wav
pillow
github.com/pdfcpu/pdfcpu
- github.com/emersion/go-imap/v2
- github.com/yuin/goldmark
- golang.org/x/image
github.com/charmbracelet/glamour
- github.com/dhowden/tag
- github.com/emersion/go-smtp
github.com/go-pdf/fpdf
github.com/klippa-app/go-pdfium
github.com/microcosm-cc/bluemonday
- github.com/russross/blackfriday
imageio
imageio-ffmpeg
- jinja2
- github.com/google/jsonschema-go
loguru
- github.com/mudler/xlog
- go.opentelemetry.io/otel/metric
- OpenTelemetry
- github.com/mudler/go-processmanager
- containerd
- Docker
tracing
github.com/aws/aws-sdk-go-v2
github.com/aws/aws-sdk-go-v2/config
github.com/ipfs/go-log
- github.com/Microsoft/hcsshim
- go.opentelemetry.io/otel/exporters/prometheus
- go.opentelemetry.io/otel/sdk/metric
- Prometheus
tracing-subscriber
fontsource-variable
- CodeMirror
- @lezer/highlight
yaml
- dompurify
highlight.js
marked
Side by side
train-llm-from-scratchLocalAI
SizeLines written by people and agents, without generated ones; code files, without tests.
train-llm-from-scratch12,346 lines written79 code files
LocalAI1,517,084 lines written3,281 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
train-llm-from-scratch7.1% of its commits signed by AIWith Claude Code and GitHub Copilot
LocalAI5.7% of its commits signed by AIWith Claude Code, GitHub Copilot, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
train-llm-from-scratchLast push October 2, 2026155 commits13,179 stars
LocalAILast push November 10, 20269,704 commits50,282 stars
TestsThe files that test the code, and the share of code files a test imports.
train-llm-from-scratch26 test files39.2% of its code files have a test that imports them
LocalAI3,264 test files61.8% of its code files have a test that imports them
Frequently asked questions
Which is bigger, train-llm-from-scratch or LocalAI?
LocalAI, with 1,517,084 lines written; train-llm-from-scratch has 12,346.
The proof: mudler/LocalAI's code at commit 638bb56
Which has more GitHub stars, train-llm-from-scratch or LocalAI?
LocalAI, with 50,282 stars; train-llm-from-scratch has 13,179.
The proof: mudler/LocalAI on GitHub
Which has more tests, train-llm-from-scratch or LocalAI?
LocalAI, with 3,264 test files; train-llm-from-scratch has 26.
The proof: mudler/LocalAI's code at commit 638bb56
Which was updated more recently, train-llm-from-scratch or LocalAI?
LocalAI: its last push was on November 10, 2026, and train-llm-from-scratch's on October 2, 2026.
The proof: mudler/LocalAI's commits on GitHub
Which has more commits signed by AI, train-llm-from-scratch or LocalAI?
train-llm-from-scratch: an AI signed 7.1% of its commits, with Claude Code and GitHub Copilot; in LocalAI, 5.7%.
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