| { |
| "model_config": { |
| "name": "QwenVL", |
| "model_path": "Qwen/Qwen2.5-VL-3B-Instruct", |
| "trust_remote_code": true, |
| "torch_dtype": "auto", |
| "device_map": "auto", |
| "low_cpu_mem_usage": true, |
| "use_cache": false, |
| "cache_dir": null |
| }, |
| "compression_config": { |
| "name": "PTQ", |
| "quantization": { |
| "name": "fp8_static", |
| "bits": 8, |
| "quant_method": { |
| "weight": "per-tensor", |
| "activation": "per-tensor" |
| }, |
| "quant_helpers": [], |
| "smooth_alpha": 0.5, |
| "low_memory": false, |
| "modules_to_quantize": [], |
| "zero_point": true, |
| "mse_range": false, |
| "ignore_layers": [ |
| "model.visual.patch_embed.proj", |
| "model.lm_head", |
| "model.language_model.embed_tokens", |
| "model.visual.merger.mlp.0", |
| "model.visual.merger.mlp.2", |
| "lm_head" |
| ], |
| "quant_analyse": false, |
| "quant_vit": true |
| }, |
| "cache": null |
| }, |
| "dataset_config": { |
| "name": "MultiModalDataset", |
| "data_path": "HuggingFaceM4/ChartQA", |
| "max_seq_length": 4096, |
| "num_samples": 512, |
| "batch_size": 1, |
| "shuffle": false |
| }, |
| "global_config": { |
| "save_path": "./qwen2_5_vl-3b_fp8_static", |
| "max_seq_length": 4096, |
| "hidden_size": 2048, |
| "model_arch_type": "qwen2_5_vl", |
| "deploy_backend": "vllm" |
| }, |
| "infer_config": null, |
| "debug_info": { |
| "python": "3.12.11 (main, Jun 4 2025, 08:56:18) [GCC 11.4.0]", |
| "angelslim": { |
| "name": "angelslim", |
| "version": "677193e9ad36197c3a8ff1caa82dd230abf2447e", |
| "source": "git" |
| }, |
| "torch": { |
| "name": "torch", |
| "version": "2.7.1", |
| "source": "pip" |
| }, |
| "transformers": { |
| "name": "transformers", |
| "version": "4.53.3", |
| "source": "pip" |
| }, |
| "torch_cuda_version": "12.6" |
| } |
| } |
