Instructions to use Gsj49/adaptiveG with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Gsj49/adaptiveG with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Gsj49/adaptiveG", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download checkpoints.json from Gsj49/adaptiveG: direct link, hf CLI and curl.
- Browser
- Download file 13 kB
-
https://huggingface.co/Gsj49/adaptiveG/resolve/main/checkpoints.json
- Command line
-
hf download hf://Gsj49/adaptiveG/checkpoints.json
-
curl -L -o checkpoints.json https://huggingface.co/Gsj49/adaptiveG/resolve/main/checkpoints.json
13 kB
| { | |
| "repository": "Gsj49/adaptiveG", | |
| "models": [ | |
| { | |
| "id": "coding-fixed16", | |
| "family": "coding", | |
| "model": "DeepSeek-Coder-1.3B-Base", | |
| "method": "fixed16", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/coding/fixed16/seed42/step500", | |
| "base_model": "deepseek-ai/deepseek-coder-1.3b-base", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "coding-fixed32", | |
| "family": "coding", | |
| "model": "DeepSeek-Coder-1.3B-Base", | |
| "method": "fixed32", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/coding/fixed32/seed42/step500", | |
| "base_model": "deepseek-ai/deepseek-coder-1.3b-base", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "coding-fixed4", | |
| "family": "coding", | |
| "model": "DeepSeek-Coder-1.3B-Base", | |
| "method": "fixed4", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/coding/fixed4/seed42/step500", | |
| "base_model": "deepseek-ai/deepseek-coder-1.3b-base", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "coding-fixed64", | |
| "family": "coding", | |
| "model": "DeepSeek-Coder-1.3B-Base", | |
| "method": "fixed64", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/coding/fixed64/seed42/step500", | |
| "base_model": "deepseek-ai/deepseek-coder-1.3b-base", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "coding-fixed8", | |
| "family": "coding", | |
| "model": "DeepSeek-Coder-1.3B-Base", | |
| "method": "fixed8", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/coding/fixed8/seed42/step500", | |
| "base_model": "deepseek-ai/deepseek-coder-1.3b-base", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "coding-hybrid", | |
| "family": "coding", | |
| "model": "DeepSeek-Coder-1.3B-Base", | |
| "method": "hybrid", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/coding/hybrid/seed42/step500", | |
| "base_model": "deepseek-ai/deepseek-coder-1.3b-base", | |
| "method_note": "Historical hybrid configuration; retained under its original name." | |
| }, | |
| { | |
| "id": "qwen25-math-g16", | |
| "family": "math_qwen25", | |
| "model": "Qwen2.5-Math-7B", | |
| "method": "g16", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/math_qwen25/g16/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-Math-7B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen25-math-g32", | |
| "family": "math_qwen25", | |
| "model": "Qwen2.5-Math-7B", | |
| "method": "g32", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/math_qwen25/g32/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-Math-7B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen25-math-g4", | |
| "family": "math_qwen25", | |
| "model": "Qwen2.5-Math-7B", | |
| "method": "g4", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/math_qwen25/g4/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-Math-7B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen25-math-g64", | |
| "family": "math_qwen25", | |
| "model": "Qwen2.5-Math-7B", | |
| "method": "g64", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/math_qwen25/g64/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-Math-7B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen25-math-g8", | |
| "family": "math_qwen25", | |
| "model": "Qwen2.5-Math-7B", | |
| "method": "g8", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/math_qwen25/g8/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-Math-7B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen25-math-hybrid", | |
| "family": "math_qwen25", | |
| "model": "Qwen2.5-Math-7B", | |
| "method": "hybrid", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/math_qwen25/hybrid/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-Math-7B", | |
| "method_note": "Historical hybrid configuration; retained under its original name." | |
| }, | |
| { | |
| "id": "qwen3-math-fixed16", | |
| "family": "math_qwen3", | |
| "model": "Qwen3-8B-SFT496", | |
| "method": "fixed16", | |
| "seed": 42, | |
| "step": 300, | |
| "path": "models/math_qwen3/fixed16/seed42/step300", | |
| "base_model": "Qwen/Qwen3-8B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen3-math-fixed32", | |
| "family": "math_qwen3", | |
| "model": "Qwen3-8B-SFT496", | |
| "method": "fixed32", | |
| "seed": 42, | |
| "step": 300, | |
| "path": "models/math_qwen3/fixed32/seed42/step300", | |
| "base_model": "Qwen/Qwen3-8B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen3-math-fixed4", | |
| "family": "math_qwen3", | |
| "model": "Qwen3-8B-SFT496", | |
| "method": "fixed4", | |
| "seed": 42, | |
| "step": 300, | |
| "path": "models/math_qwen3/fixed4/seed42/step300", | |
| "base_model": "Qwen/Qwen3-8B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen3-math-fixed64", | |
| "family": "math_qwen3", | |
| "model": "Qwen3-8B-SFT496", | |
| "method": "fixed64", | |
| "seed": 42, | |
| "step": 300, | |
| "path": "models/math_qwen3/fixed64/seed42/step300", | |
| "base_model": "Qwen/Qwen3-8B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen3-math-fixed8", | |
| "family": "math_qwen3", | |
| "model": "Qwen3-8B-SFT496", | |
| "method": "fixed8", | |
| "seed": 42, | |
| "step": 300, | |
| "path": "models/math_qwen3/fixed8/seed42/step300", | |
| "base_model": "Qwen/Qwen3-8B", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "qwen3-math-hybrid", | |
| "family": "math_qwen3", | |
| "model": "Qwen3-8B-SFT496", | |
| "method": "hybrid", | |
| "seed": 42, | |
| "step": 300, | |
| "path": "models/math_qwen3/hybrid/seed42/step300", | |
| "base_model": "Qwen/Qwen3-8B", | |
| "method_note": "Historical hybrid configuration; retained under its original name." | |
| }, | |
| { | |
| "id": "gsm8k-fixed16-s42", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed16", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed16/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed16-s43", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed16", | |
| "seed": 43, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed16/seed43/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed16-s44", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed16", | |
| "seed": 44, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed16/seed44/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed2-s42", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed2", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed2/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed2-s43", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed2", | |
| "seed": 43, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed2/seed43/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed2-s44", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed2", | |
| "seed": 44, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed2/seed44/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed32-s42", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed32", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed32/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed32-s43", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed32", | |
| "seed": 43, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed32/seed43/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed32-s44", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed32", | |
| "seed": 44, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed32/seed44/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed4-s42", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed4", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed4/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed4-s43", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed4", | |
| "seed": 43, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed4/seed43/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed4-s44", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed4", | |
| "seed": 44, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed4/seed44/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed64-s42", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed64", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed64/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed64-s43", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed64", | |
| "seed": 43, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed64/seed43/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed64-s44", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed64", | |
| "seed": 44, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed64/seed44/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed8-s42", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed8", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed8/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed8-s43", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed8", | |
| "seed": 43, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed8/seed43/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-fixed8-s44", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "fixed8", | |
| "seed": 44, | |
| "step": 500, | |
| "path": "models/gsm8k/fixed8/seed44/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Fixed group-size training." | |
| }, | |
| { | |
| "id": "gsm8k-hybrid-s42", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "hybrid", | |
| "seed": 42, | |
| "step": 500, | |
| "path": "models/gsm8k/hybrid/seed42/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Historical hybrid configuration; retained under its original name." | |
| }, | |
| { | |
| "id": "gsm8k-hybrid-s43", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "hybrid", | |
| "seed": 43, | |
| "step": 500, | |
| "path": "models/gsm8k/hybrid/seed43/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Historical hybrid configuration; retained under its original name." | |
| }, | |
| { | |
| "id": "gsm8k-hybrid-s44", | |
| "family": "gsm8k", | |
| "model": "Qwen2.5-1.5B-Instruct", | |
| "method": "hybrid", | |
| "seed": 44, | |
| "step": 500, | |
| "path": "models/gsm8k/hybrid/seed44/step500", | |
| "base_model": "Qwen/Qwen2.5-1.5B-Instruct", | |
| "method_note": "Historical hybrid configuration; retained under its original name." | |
| } | |
| ] | |
| } | |