Text Generation
MLX
Safetensors
GGUF
English
gemma3
lem
ethics
alignment
cymatic-linguistic-bpl
rocm
llama-cpp
conversational
Eval Results (legacy)
4-bit precision
Instructions to use LetheanNetwork/LEM-Gemma3-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use LetheanNetwork/LEM-Gemma3-4B with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("LetheanNetwork/LEM-Gemma3-4B") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use LetheanNetwork/LEM-Gemma3-4B with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "LetheanNetwork/LEM-Gemma3-4B"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "LetheanNetwork/LEM-Gemma3-4B" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "LetheanNetwork/LEM-Gemma3-4B", "messages": [ {"role": "user", "content": "Hello"} ] }' - Atomic Chat
Commit History
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Upload README.md with huggingface_hub
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chore: remove GGUFs (moved to lthn/LEM-Gemma3-4B-GGUF)
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docs: switch back to library_name mlx, link to GGUF repo
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feat: add model-index with LiveBench eval results for widget display
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fix: set library_name to gguf for quant picker widget
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feat: add full GGUF range (1-bit to 16-bit, 17 quants) + updated model card
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fix: relabel chart axes — positive framing, spectral stability
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fix: use PNG for radar chart (SVG not rendered)
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docs: move 19D radar chart to top of model card
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feat: add GGUF formats, LiveBench scores, 19D radar chart
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Initial upload: LEM-Gemma3-4B graduated model (CL-BPL P6 iter 4200)
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initial commit
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