Instructions to use efe-T/gemma4-e4b-efe-t-checkpoints with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use efe-T/gemma4-e4b-efe-t-checkpoints with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download quantized/MLX-4bit/runtime-tests.json from efe-T/gemma4-e4b-efe-t-checkpoints: direct link, hf CLI and curl.
- Browser
- Download file 1.94 kB
-
https://huggingface.co/efe-T/gemma4-e4b-efe-t-checkpoints/resolve/main/quantized/MLX-4bit/runtime-tests.json
- Command line
-
hf download hf://efe-T/gemma4-e4b-efe-t-checkpoints/quantized/MLX-4bit/runtime-tests.json
-
curl -L -o runtime-tests.json https://huggingface.co/efe-T/gemma4-e4b-efe-t-checkpoints/resolve/main/quantized/MLX-4bit/runtime-tests.json
1.94 kB
| { | |
| "model": "gemma4-e4b-efe-t-MLX-4bit", | |
| "results": [ | |
| { | |
| "prompt": "What is 17 + 25? Give only the number.", | |
| "thinking": false, | |
| "output": "42", | |
| "finish_reason": "stop", | |
| "generated_tokens": 3, | |
| "tokens_per_second": 25.32718694288921, | |
| "peak_memory_gb": 6.603434614, | |
| "passed": true | |
| }, | |
| { | |
| "prompt": "What is 9 multiplied by 8? Give only the number.", | |
| "thinking": false, | |
| "output": "72", | |
| "finish_reason": "stop", | |
| "generated_tokens": 3, | |
| "tokens_per_second": 25.399746072864932, | |
| "peak_memory_gb": 6.603434614, | |
| "passed": true | |
| }, | |
| { | |
| "prompt": "What is 17 + 25? Give only the number.", | |
| "thinking": true, | |
| "output": "42", | |
| "finish_reason": "stop", | |
| "generated_tokens": 3, | |
| "tokens_per_second": 24.52999507269902, | |
| "peak_memory_gb": 6.624006072, | |
| "passed": true | |
| }, | |
| { | |
| "prompt": "What is 9 multiplied by 8? Give only the number.", | |
| "thinking": true, | |
| "output": "72", | |
| "finish_reason": "stop", | |
| "generated_tokens": 3, | |
| "tokens_per_second": 25.771479991715882, | |
| "peak_memory_gb": 6.624006072, | |
| "passed": true | |
| }, | |
| { | |
| "prompt": "Translate to Turkish: The meeting is tomorrow. Reply only with the translation.", | |
| "thinking": false, | |
| "output": "Toplantı yarın.", | |
| "finish_reason": "stop", | |
| "generated_tokens": 7, | |
| "tokens_per_second": 20.10139234177456, | |
| "peak_memory_gb": 6.624006072, | |
| "passed": true | |
| }, | |
| { | |
| "prompt": "Return only JSON with key ok and boolean value true.", | |
| "thinking": false, | |
| "output": "```json\n{\n \"ok\": true\n}\n```", | |
| "finish_reason": "stop", | |
| "generated_tokens": 15, | |
| "tokens_per_second": 18.893826300522242, | |
| "peak_memory_gb": 6.624006072, | |
| "passed": false | |
| } | |
| ], | |
| "all_passed": false, | |
| "elapsed_seconds": 16.34895896911621 | |
| } | |