Text Generation
Transformers
Safetensors
inkling_mm_model
image-text-to-text
amd-quark
mxfp4
rocm
tokenspeed
8-bit precision
quark
Instructions to use lightseekorg/Inkling-MXFP4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use lightseekorg/Inkling-MXFP4 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="lightseekorg/Inkling-MXFP4")# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("lightseekorg/Inkling-MXFP4") model = AutoModelForMultimodalLM.from_pretrained("lightseekorg/Inkling-MXFP4") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use lightseekorg/Inkling-MXFP4 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "lightseekorg/Inkling-MXFP4" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "lightseekorg/Inkling-MXFP4", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/lightseekorg/Inkling-MXFP4
- SGLang
How to use lightseekorg/Inkling-MXFP4 with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "lightseekorg/Inkling-MXFP4" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "lightseekorg/Inkling-MXFP4", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "lightseekorg/Inkling-MXFP4" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "lightseekorg/Inkling-MXFP4", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use lightseekorg/Inkling-MXFP4 with Docker Model Runner:
docker model run hf.co/lightseekorg/Inkling-MXFP4
| { | |
| "architectures": [ | |
| "InklingForConditionalGeneration" | |
| ], | |
| "model_type": "inkling_mm_model", | |
| "eos_token_id": 200006, | |
| "text_config": { | |
| "model_max_length": 1048576, | |
| "torch_dtype": "bfloat16", | |
| "hidden_size": 6144, | |
| "num_hidden_layers": 66, | |
| "vocab_size": 201024, | |
| "num_attention_heads": 64, | |
| "num_key_value_heads": 8, | |
| "head_dim": 128, | |
| "d_rel": 16, | |
| "rel_extent": 1024, | |
| "q_bias": false, | |
| "o_bias": false, | |
| "log_scaling_n_floor": 128000, | |
| "log_scaling_alpha": 0.1, | |
| "rms_norm_eps": 1e-06, | |
| "use_embed_norm": true, | |
| "local_layer_ids": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4, | |
| 6, | |
| 7, | |
| 8, | |
| 9, | |
| 10, | |
| 12, | |
| 13, | |
| 14, | |
| 15, | |
| 16, | |
| 18, | |
| 19, | |
| 20, | |
| 21, | |
| 22, | |
| 24, | |
| 25, | |
| 26, | |
| 27, | |
| 28, | |
| 30, | |
| 31, | |
| 32, | |
| 33, | |
| 34, | |
| 36, | |
| 37, | |
| 38, | |
| 39, | |
| 40, | |
| 42, | |
| 43, | |
| 44, | |
| 45, | |
| 46, | |
| 48, | |
| 49, | |
| 50, | |
| 51, | |
| 52, | |
| 54, | |
| 55, | |
| 56, | |
| 57, | |
| 58, | |
| 60, | |
| 61, | |
| 62, | |
| 63, | |
| 64 | |
| ], | |
| "dense_mlp_idx": 2, | |
| "use_sconv": true, | |
| "sconv_kernel_size": 4, | |
| "unpadded_vocab_size": 200058, | |
| "logits_mup_width_multiplier": 24.0, | |
| "final_logit_softcapping": null, | |
| "swa_head_dim": 128, | |
| "swa_num_attention_heads": 64, | |
| "swa_num_key_value_heads": 16, | |
| "sliding_window_size": 512, | |
| "n_routed_experts": 256, | |
| "num_experts_per_tok": 6, | |
| "n_shared_experts": 2, | |
| "shared_expert_sink": true, | |
| "dense_intermediate_size": 24576, | |
| "intermediate_size": 3072, | |
| "route_scale": 8.0, | |
| "use_gate_bias": true, | |
| "gate_activation": "sigmoid", | |
| "norm_after_topk": true, | |
| "use_global_scale": true | |
| }, | |
| "audio_config": { | |
| "decoder_dmodel": 6144, | |
| "n_mel_bins": 80, | |
| "mel_vocab_size": 16, | |
| "bias": false, | |
| "dmel_min_value": -7.0, | |
| "dmel_max_value": 2.0, | |
| "use_audio_norm": true, | |
| "audio_mode": "dmel" | |
| }, | |
| "vision_config": { | |
| "vision_encoder_type": "hmlp", | |
| "decoder_dmodel": 6144, | |
| "patch_size": 40, | |
| "temporal_patch_size": 2, | |
| "n_channels": 3, | |
| "n_layers": 4, | |
| "use_vision_norm": true | |
| }, | |
| "mtp_config": { | |
| "num_nextn_predict_layers": 8, | |
| "chain_hidden_post_norm": false, | |
| "local_layer_ids": [ | |
| 0, | |
| 2, | |
| 4, | |
| 5, | |
| 6, | |
| 7 | |
| ] | |
| }, | |
| "quantization_config": { | |
| "global_quant_config": { | |
| "input_tensors": { | |
| "dtype": "fp4", | |
| "is_dynamic": true, | |
| "qscheme": "per_group", | |
| "ch_axis": -1, | |
| "group_size": 32, | |
| "block_size": null, | |
| "symmetric": null, | |
| "round_method": "half_even", | |
| "scale_type": "float", | |
| "scale_format": "e8m0", | |
| "scale_calculation_mode": "even", | |
| "mx_element_dtype": null, | |
| "observer_cls": "PerBlockMXObserver", | |
| "is_scale_quant": false, | |
| "enable_buffer_reuse": false, | |
| "max_input_numel": 4194304 | |
| }, | |
| "output_tensors": null, | |
| "weight": { | |
| "dtype": "fp4", | |
| "is_dynamic": false, | |
| "qscheme": "per_group", | |
| "ch_axis": -1, | |
| "group_size": 32, | |
| "block_size": null, | |
| "symmetric": null, | |
| "round_method": "half_even", | |
| "scale_type": "float", | |
| "scale_format": "e8m0", | |
| "scale_calculation_mode": "even", | |
| "mx_element_dtype": null, | |
| "observer_cls": "PerBlockMXObserver", | |
| "is_scale_quant": false, | |
| "enable_buffer_reuse": false, | |
| "max_input_numel": 4194304 | |
| }, | |
| "bias": null, | |
| "target_device": null | |
| }, | |
| "exclude": [ | |
| "model.audio.encoder", | |
| "model.llm.layers.0.attn.k_sconv", | |
| "model.llm.layers.0.attn.v_sconv", | |
| "model.llm.layers.0.attn.wk_dv", | |
| "model.llm.layers.0.attn.wo_ud", | |
| "model.llm.layers.0.attn.wq_du", | |
| "model.llm.layers.0.attn.wr_du", | |
| "model.llm.layers.0.attn.wv_dv", | |
| "model.llm.layers.0.attn_sconv", | |
| "model.llm.layers.0.mlp.w13_dn", | |
| "model.llm.layers.0.mlp.w2_md", | |
| "model.llm.layers.0.mlp_sconv", | |
| "model.llm.layers.1.attn.k_sconv", | |
| "model.llm.layers.1.attn.v_sconv", | |
| "model.llm.layers.1.attn.wk_dv", | |
| "model.llm.layers.1.attn.wo_ud", | |
| "model.llm.layers.1.attn.wq_du", | |
| "model.llm.layers.1.attn.wr_du", | |
| "model.llm.layers.1.attn.wv_dv", | |
| "model.llm.layers.1.attn_sconv", | |
| "model.llm.layers.1.mlp.w13_dn", | |
| "model.llm.layers.1.mlp.w2_md", | |
| "model.llm.layers.1.mlp_sconv", | |
| "model.llm.layers.10.attn.k_sconv", | |
| "model.llm.layers.10.attn.v_sconv", | |
| "model.llm.layers.10.attn.wk_dv", | |
| "model.llm.layers.10.attn.wo_ud", | |
| "model.llm.layers.10.attn.wq_du", | |
| "model.llm.layers.10.attn.wr_du", | |
| "model.llm.layers.10.attn.wv_dv", | |
| "model.llm.layers.10.attn_sconv", | |
| "model.llm.layers.10.mlp.gate", | |
| "model.llm.layers.10.mlp_sconv", | |
| "model.llm.layers.11.attn.k_sconv", | |
| "model.llm.layers.11.attn.v_sconv", | |
| "model.llm.layers.11.attn.wk_dv", | |
| "model.llm.layers.11.attn.wo_ud", | |
| "model.llm.layers.11.attn.wq_du", | |
| "model.llm.layers.11.attn.wr_du", | |
| "model.llm.layers.11.attn.wv_dv", | |
| "model.llm.layers.11.attn_sconv", | |
| "model.llm.layers.11.mlp.gate", | |
| "model.llm.layers.11.mlp_sconv", | |
| "model.llm.layers.12.attn.k_sconv", | |
| "model.llm.layers.12.attn.v_sconv", | |
| "model.llm.layers.12.attn.wk_dv", | |
| "model.llm.layers.12.attn.wo_ud", | |
| "model.llm.layers.12.attn.wq_du", | |
| "model.llm.layers.12.attn.wr_du", | |
| "model.llm.layers.12.attn.wv_dv", | |
| "model.llm.layers.12.attn_sconv", | |
| "model.llm.layers.12.mlp.gate", | |
| "model.llm.layers.12.mlp_sconv", | |
| "model.llm.layers.13.attn.k_sconv", | |
| "model.llm.layers.13.attn.v_sconv", | |
| "model.llm.layers.13.attn.wk_dv", | |
| "model.llm.layers.13.attn.wo_ud", | |
| "model.llm.layers.13.attn.wq_du", | |
| "model.llm.layers.13.attn.wr_du", | |
| "model.llm.layers.13.attn.wv_dv", | |
| "model.llm.layers.13.attn_sconv", | |
| "model.llm.layers.13.mlp.gate", | |
| "model.llm.layers.13.mlp_sconv", | |
| "model.llm.layers.14.attn.k_sconv", | |
| "model.llm.layers.14.attn.v_sconv", | |
| "model.llm.layers.14.attn.wk_dv", | |
| "model.llm.layers.14.attn.wo_ud", | |
| "model.llm.layers.14.attn.wq_du", | |
| "model.llm.layers.14.attn.wr_du", | |
| "model.llm.layers.14.attn.wv_dv", | |
| "model.llm.layers.14.attn_sconv", | |
| "model.llm.layers.14.mlp.gate", | |
| "model.llm.layers.14.mlp_sconv", | |
| "model.llm.layers.15.attn.k_sconv", | |
| "model.llm.layers.15.attn.v_sconv", | |
| "model.llm.layers.15.attn.wk_dv", | |
| "model.llm.layers.15.attn.wo_ud", | |
| "model.llm.layers.15.attn.wq_du", | |
| "model.llm.layers.15.attn.wr_du", | |
| "model.llm.layers.15.attn.wv_dv", | |
| "model.llm.layers.15.attn_sconv", | |
| "model.llm.layers.15.mlp.gate", | |
| "model.llm.layers.15.mlp_sconv", | |
| "model.llm.layers.16.attn.k_sconv", | |
| "model.llm.layers.16.attn.v_sconv", | |
| "model.llm.layers.16.attn.wk_dv", | |
| "model.llm.layers.16.attn.wo_ud", | |
| "model.llm.layers.16.attn.wq_du", | |
| "model.llm.layers.16.attn.wr_du", | |
| "model.llm.layers.16.attn.wv_dv", | |
| "model.llm.layers.16.attn_sconv", | |
| "model.llm.layers.16.mlp.gate", | |
| "model.llm.layers.16.mlp_sconv", | |
| "model.llm.layers.17.attn.k_sconv", | |
| "model.llm.layers.17.attn.v_sconv", | |
| "model.llm.layers.17.attn.wk_dv", | |
| "model.llm.layers.17.attn.wo_ud", | |
| "model.llm.layers.17.attn.wq_du", | |
| "model.llm.layers.17.attn.wr_du", | |
| "model.llm.layers.17.attn.wv_dv", | |
| "model.llm.layers.17.attn_sconv", | |
| "model.llm.layers.17.mlp.gate", | |
| "model.llm.layers.17.mlp_sconv", | |
| "model.llm.layers.18.attn.k_sconv", | |
| "model.llm.layers.18.attn.v_sconv", | |
| "model.llm.layers.18.attn.wk_dv", | |
| "model.llm.layers.18.attn.wo_ud", | |
| "model.llm.layers.18.attn.wq_du", | |
| "model.llm.layers.18.attn.wr_du", | |
| "model.llm.layers.18.attn.wv_dv", | |
| "model.llm.layers.18.attn_sconv", | |
| "model.llm.layers.18.mlp.gate", | |
| "model.llm.layers.18.mlp_sconv", | |
| "model.llm.layers.19.attn.k_sconv", | |
| "model.llm.layers.19.attn.v_sconv", | |
| "model.llm.layers.19.attn.wk_dv", | |
| "model.llm.layers.19.attn.wo_ud", | |
| "model.llm.layers.19.attn.wq_du", | |
| "model.llm.layers.19.attn.wr_du", | |
| "model.llm.layers.19.attn.wv_dv", | |
| "model.llm.layers.19.attn_sconv", | |
| "model.llm.layers.19.mlp.gate", | |
| "model.llm.layers.19.mlp_sconv", | |
| "model.llm.layers.2.attn.k_sconv", | |
| "model.llm.layers.2.attn.v_sconv", | |
| "model.llm.layers.2.attn.wk_dv", | |
| "model.llm.layers.2.attn.wo_ud", | |
| "model.llm.layers.2.attn.wq_du", | |
| "model.llm.layers.2.attn.wr_du", | |
| "model.llm.layers.2.attn.wv_dv", | |
| "model.llm.layers.2.attn_sconv", | |
| "model.llm.layers.2.mlp.experts.w13_weight", | |
| "model.llm.layers.2.mlp.experts.w2_weight", | |
| "model.llm.layers.2.mlp.gate", | |
| "model.llm.layers.2.mlp_sconv", | |
| "model.llm.layers.20.attn.k_sconv", | |
| "model.llm.layers.20.attn.v_sconv", | |
| "model.llm.layers.20.attn.wk_dv", | |
| "model.llm.layers.20.attn.wo_ud", | |
| "model.llm.layers.20.attn.wq_du", | |
| "model.llm.layers.20.attn.wr_du", | |
| "model.llm.layers.20.attn.wv_dv", | |
| "model.llm.layers.20.attn_sconv", | |
| "model.llm.layers.20.mlp.gate", | |
| "model.llm.layers.20.mlp_sconv", | |
| "model.llm.layers.21.attn.k_sconv", | |
| "model.llm.layers.21.attn.v_sconv", | |
| "model.llm.layers.21.attn.wk_dv", | |
| "model.llm.layers.21.attn.wo_ud", | |
| "model.llm.layers.21.attn.wq_du", | |
| "model.llm.layers.21.attn.wr_du", | |
| "model.llm.layers.21.attn.wv_dv", | |
| "model.llm.layers.21.attn_sconv", | |
| "model.llm.layers.21.mlp.gate", | |
| "model.llm.layers.21.mlp_sconv", | |
| "model.llm.layers.22.attn.k_sconv", | |
| "model.llm.layers.22.attn.v_sconv", | |
| "model.llm.layers.22.attn.wk_dv", | |
| "model.llm.layers.22.attn.wo_ud", | |
| "model.llm.layers.22.attn.wq_du", | |
| "model.llm.layers.22.attn.wr_du", | |
| "model.llm.layers.22.attn.wv_dv", | |
| "model.llm.layers.22.attn_sconv", | |
| "model.llm.layers.22.mlp.gate", | |
| "model.llm.layers.22.mlp_sconv", | |
| "model.llm.layers.23.attn.k_sconv", | |
| "model.llm.layers.23.attn.v_sconv", | |
| "model.llm.layers.23.attn.wk_dv", | |
| "model.llm.layers.23.attn.wo_ud", | |
| "model.llm.layers.23.attn.wq_du", | |
| "model.llm.layers.23.attn.wr_du", | |
| "model.llm.layers.23.attn.wv_dv", | |
| "model.llm.layers.23.attn_sconv", | |
| "model.llm.layers.23.mlp.gate", | |
| "model.llm.layers.23.mlp_sconv", | |
| "model.llm.layers.24.attn.k_sconv", | |
| "model.llm.layers.24.attn.v_sconv", | |
| "model.llm.layers.24.attn.wk_dv", | |
| "model.llm.layers.24.attn.wo_ud", | |
| "model.llm.layers.24.attn.wq_du", | |
| "model.llm.layers.24.attn.wr_du", | |
| "model.llm.layers.24.attn.wv_dv", | |
| "model.llm.layers.24.attn_sconv", | |
| "model.llm.layers.24.mlp.gate", | |
| "model.llm.layers.24.mlp_sconv", | |
| "model.llm.layers.25.attn.k_sconv", | |
| "model.llm.layers.25.attn.v_sconv", | |
| "model.llm.layers.25.attn.wk_dv", | |
| "model.llm.layers.25.attn.wo_ud", | |
| "model.llm.layers.25.attn.wq_du", | |
| "model.llm.layers.25.attn.wr_du", | |
| "model.llm.layers.25.attn.wv_dv", | |
| "model.llm.layers.25.attn_sconv", | |
| "model.llm.layers.25.mlp.gate", | |
| "model.llm.layers.25.mlp_sconv", | |
| "model.llm.layers.26.attn.k_sconv", | |
| "model.llm.layers.26.attn.v_sconv", | |
| "model.llm.layers.26.attn.wk_dv", | |
| "model.llm.layers.26.attn.wo_ud", | |
| "model.llm.layers.26.attn.wq_du", | |
| "model.llm.layers.26.attn.wr_du", | |
| "model.llm.layers.26.attn.wv_dv", | |
| "model.llm.layers.26.attn_sconv", | |
| "model.llm.layers.26.mlp.gate", | |
| "model.llm.layers.26.mlp_sconv", | |
| "model.llm.layers.27.attn.k_sconv", | |
| "model.llm.layers.27.attn.v_sconv", | |
| "model.llm.layers.27.attn.wk_dv", | |
| "model.llm.layers.27.attn.wo_ud", | |
| "model.llm.layers.27.attn.wq_du", | |
| "model.llm.layers.27.attn.wr_du", | |
| "model.llm.layers.27.attn.wv_dv", | |
| "model.llm.layers.27.attn_sconv", | |
| "model.llm.layers.27.mlp.gate", | |
| "model.llm.layers.27.mlp_sconv", | |
| "model.llm.layers.28.attn.k_sconv", | |
| "model.llm.layers.28.attn.v_sconv", | |
| "model.llm.layers.28.attn.wk_dv", | |
| "model.llm.layers.28.attn.wo_ud", | |
| "model.llm.layers.28.attn.wq_du", | |
| "model.llm.layers.28.attn.wr_du", | |
| "model.llm.layers.28.attn.wv_dv", | |
| "model.llm.layers.28.attn_sconv", | |
| "model.llm.layers.28.mlp.gate", | |
| "model.llm.layers.28.mlp_sconv", | |
| "model.llm.layers.29.attn.k_sconv", | |
| "model.llm.layers.29.attn.v_sconv", | |
| "model.llm.layers.29.attn.wk_dv", | |
| "model.llm.layers.29.attn.wo_ud", | |
| "model.llm.layers.29.attn.wq_du", | |
| "model.llm.layers.29.attn.wr_du", | |
| "model.llm.layers.29.attn.wv_dv", | |
| "model.llm.layers.29.attn_sconv", | |
| "model.llm.layers.29.mlp.gate", | |
| "model.llm.layers.29.mlp_sconv", | |
| "model.llm.layers.3.attn.k_sconv", | |
| "model.llm.layers.3.attn.v_sconv", | |
| "model.llm.layers.3.attn.wk_dv", | |
| "model.llm.layers.3.attn.wo_ud", | |
| "model.llm.layers.3.attn.wq_du", | |
| "model.llm.layers.3.attn.wr_du", | |
| "model.llm.layers.3.attn.wv_dv", | |
| "model.llm.layers.3.attn_sconv", | |
| "model.llm.layers.3.mlp.gate", | |
| "model.llm.layers.3.mlp_sconv", | |
| "model.llm.layers.30.attn.k_sconv", | |
| "model.llm.layers.30.attn.v_sconv", | |
| "model.llm.layers.30.attn.wk_dv", | |
| "model.llm.layers.30.attn.wo_ud", | |
| "model.llm.layers.30.attn.wq_du", | |
| "model.llm.layers.30.attn.wr_du", | |
| "model.llm.layers.30.attn.wv_dv", | |
| "model.llm.layers.30.attn_sconv", | |
| "model.llm.layers.30.mlp.gate", | |
| "model.llm.layers.30.mlp_sconv", | |
| "model.llm.layers.31.attn.k_sconv", | |
| "model.llm.layers.31.attn.v_sconv", | |
| "model.llm.layers.31.attn.wk_dv", | |
| "model.llm.layers.31.attn.wo_ud", | |
| "model.llm.layers.31.attn.wq_du", | |
| "model.llm.layers.31.attn.wr_du", | |
| "model.llm.layers.31.attn.wv_dv", | |
| "model.llm.layers.31.attn_sconv", | |
| "model.llm.layers.31.mlp.gate", | |
| "model.llm.layers.31.mlp_sconv", | |
| "model.llm.layers.32.attn.k_sconv", | |
| "model.llm.layers.32.attn.v_sconv", | |
| "model.llm.layers.32.attn.wk_dv", | |
| "model.llm.layers.32.attn.wo_ud", | |
| "model.llm.layers.32.attn.wq_du", | |
| "model.llm.layers.32.attn.wr_du", | |
| "model.llm.layers.32.attn.wv_dv", | |
| "model.llm.layers.32.attn_sconv", | |
| "model.llm.layers.32.mlp.gate", | |
| "model.llm.layers.32.mlp_sconv", | |
| "model.llm.layers.33.attn.k_sconv", | |
| "model.llm.layers.33.attn.v_sconv", | |
| "model.llm.layers.33.attn.wk_dv", | |
| "model.llm.layers.33.attn.wo_ud", | |
| "model.llm.layers.33.attn.wq_du", | |
| "model.llm.layers.33.attn.wr_du", | |
| "model.llm.layers.33.attn.wv_dv", | |
| "model.llm.layers.33.attn_sconv", | |
| "model.llm.layers.33.mlp.gate", | |
| "model.llm.layers.33.mlp_sconv", | |
| "model.llm.layers.34.attn.k_sconv", | |
| "model.llm.layers.34.attn.v_sconv", | |
| "model.llm.layers.34.attn.wk_dv", | |
| "model.llm.layers.34.attn.wo_ud", | |
| "model.llm.layers.34.attn.wq_du", | |
| "model.llm.layers.34.attn.wr_du", | |
| "model.llm.layers.34.attn.wv_dv", | |
| "model.llm.layers.34.attn_sconv", | |
| "model.llm.layers.34.mlp.gate", | |
| "model.llm.layers.34.mlp_sconv", | |
| "model.llm.layers.35.attn.k_sconv", | |
| "model.llm.layers.35.attn.v_sconv", | |
| "model.llm.layers.35.attn.wk_dv", | |
| "model.llm.layers.35.attn.wo_ud", | |
| "model.llm.layers.35.attn.wq_du", | |
| "model.llm.layers.35.attn.wr_du", | |
| "model.llm.layers.35.attn.wv_dv", | |
| "model.llm.layers.35.attn_sconv", | |
| "model.llm.layers.35.mlp.gate", | |
| "model.llm.layers.35.mlp_sconv", | |
| "model.llm.layers.36.attn.k_sconv", | |
| "model.llm.layers.36.attn.v_sconv", | |
| "model.llm.layers.36.attn.wk_dv", | |
| "model.llm.layers.36.attn.wo_ud", | |
| "model.llm.layers.36.attn.wq_du", | |
| "model.llm.layers.36.attn.wr_du", | |
| "model.llm.layers.36.attn.wv_dv", | |
| "model.llm.layers.36.attn_sconv", | |
| "model.llm.layers.36.mlp.gate", | |
| "model.llm.layers.36.mlp_sconv", | |
| "model.llm.layers.37.attn.k_sconv", | |
| "model.llm.layers.37.attn.v_sconv", | |
| "model.llm.layers.37.attn.wk_dv", | |
| "model.llm.layers.37.attn.wo_ud", | |
| "model.llm.layers.37.attn.wq_du", | |
| "model.llm.layers.37.attn.wr_du", | |
| "model.llm.layers.37.attn.wv_dv", | |
| "model.llm.layers.37.attn_sconv", | |
| "model.llm.layers.37.mlp.gate", | |
| "model.llm.layers.37.mlp_sconv", | |
| "model.llm.layers.38.attn.k_sconv", | |
| "model.llm.layers.38.attn.v_sconv", | |
| "model.llm.layers.38.attn.wk_dv", | |
| "model.llm.layers.38.attn.wo_ud", | |
| "model.llm.layers.38.attn.wq_du", | |
| "model.llm.layers.38.attn.wr_du", | |
| "model.llm.layers.38.attn.wv_dv", | |
| "model.llm.layers.38.attn_sconv", | |
| "model.llm.layers.38.mlp.gate", | |
| "model.llm.layers.38.mlp_sconv", | |
| "model.llm.layers.39.attn.k_sconv", | |
| "model.llm.layers.39.attn.v_sconv", | |
| "model.llm.layers.39.attn.wk_dv", | |
| "model.llm.layers.39.attn.wo_ud", | |
| "model.llm.layers.39.attn.wq_du", | |
| "model.llm.layers.39.attn.wr_du", | |
| "model.llm.layers.39.attn.wv_dv", | |
| "model.llm.layers.39.attn_sconv", | |
| "model.llm.layers.39.mlp.gate", | |
| "model.llm.layers.39.mlp_sconv", | |
| "model.llm.layers.4.attn.k_sconv", | |
| "model.llm.layers.4.attn.v_sconv", | |
| "model.llm.layers.4.attn.wk_dv", | |
| "model.llm.layers.4.attn.wo_ud", | |
| "model.llm.layers.4.attn.wq_du", | |
| "model.llm.layers.4.attn.wr_du", | |
| "model.llm.layers.4.attn.wv_dv", | |
| "model.llm.layers.4.attn_sconv", | |
| "model.llm.layers.4.mlp.gate", | |
| "model.llm.layers.4.mlp_sconv", | |
| "model.llm.layers.40.attn.k_sconv", | |
| "model.llm.layers.40.attn.v_sconv", | |
| "model.llm.layers.40.attn.wk_dv", | |
| "model.llm.layers.40.attn.wo_ud", | |
| "model.llm.layers.40.attn.wq_du", | |
| "model.llm.layers.40.attn.wr_du", | |
| "model.llm.layers.40.attn.wv_dv", | |
| "model.llm.layers.40.attn_sconv", | |
| "model.llm.layers.40.mlp.gate", | |
| "model.llm.layers.40.mlp_sconv", | |
| "model.llm.layers.41.attn.k_sconv", | |
| "model.llm.layers.41.attn.v_sconv", | |
| "model.llm.layers.41.attn.wk_dv", | |
| "model.llm.layers.41.attn.wo_ud", | |
| "model.llm.layers.41.attn.wq_du", | |
| "model.llm.layers.41.attn.wr_du", | |
| "model.llm.layers.41.attn.wv_dv", | |
| "model.llm.layers.41.attn_sconv", | |
| "model.llm.layers.41.mlp.gate", | |
| "model.llm.layers.41.mlp_sconv", | |
| "model.llm.layers.42.attn.k_sconv", | |
| "model.llm.layers.42.attn.v_sconv", | |
| "model.llm.layers.42.attn.wk_dv", | |
| "model.llm.layers.42.attn.wo_ud", | |
| "model.llm.layers.42.attn.wq_du", | |
| "model.llm.layers.42.attn.wr_du", | |
| "model.llm.layers.42.attn.wv_dv", | |
| "model.llm.layers.42.attn_sconv", | |
| "model.llm.layers.42.mlp.gate", | |
| "model.llm.layers.42.mlp_sconv", | |
| "model.llm.layers.43.attn.k_sconv", | |
| "model.llm.layers.43.attn.v_sconv", | |
| "model.llm.layers.43.attn.wk_dv", | |
| "model.llm.layers.43.attn.wo_ud", | |
| "model.llm.layers.43.attn.wq_du", | |
| "model.llm.layers.43.attn.wr_du", | |
| "model.llm.layers.43.attn.wv_dv", | |
| "model.llm.layers.43.attn_sconv", | |
| "model.llm.layers.43.mlp.gate", | |
| "model.llm.layers.43.mlp_sconv", | |
| "model.llm.layers.44.attn.k_sconv", | |
| "model.llm.layers.44.attn.v_sconv", | |
| "model.llm.layers.44.attn.wk_dv", | |
| "model.llm.layers.44.attn.wo_ud", | |
| "model.llm.layers.44.attn.wq_du", | |
| "model.llm.layers.44.attn.wr_du", | |
| "model.llm.layers.44.attn.wv_dv", | |
| "model.llm.layers.44.attn_sconv", | |
| "model.llm.layers.44.mlp.gate", | |
| "model.llm.layers.44.mlp_sconv", | |
| "model.llm.layers.45.attn.k_sconv", | |
| "model.llm.layers.45.attn.v_sconv", | |
| "model.llm.layers.45.attn.wk_dv", | |
| "model.llm.layers.45.attn.wo_ud", | |
| "model.llm.layers.45.attn.wq_du", | |
| "model.llm.layers.45.attn.wr_du", | |
| "model.llm.layers.45.attn.wv_dv", | |
| "model.llm.layers.45.attn_sconv", | |
| "model.llm.layers.45.mlp.gate", | |
| "model.llm.layers.45.mlp_sconv", | |
| "model.llm.layers.46.attn.k_sconv", | |
| "model.llm.layers.46.attn.v_sconv", | |
| "model.llm.layers.46.attn.wk_dv", | |
| "model.llm.layers.46.attn.wo_ud", | |
| "model.llm.layers.46.attn.wq_du", | |
| "model.llm.layers.46.attn.wr_du", | |
| "model.llm.layers.46.attn.wv_dv", | |
| "model.llm.layers.46.attn_sconv", | |
| "model.llm.layers.46.mlp.gate", | |
| "model.llm.layers.46.mlp_sconv", | |
| "model.llm.layers.47.attn.k_sconv", | |
| "model.llm.layers.47.attn.v_sconv", | |
| "model.llm.layers.47.attn.wk_dv", | |
| "model.llm.layers.47.attn.wo_ud", | |
| "model.llm.layers.47.attn.wq_du", | |
| "model.llm.layers.47.attn.wr_du", | |
| "model.llm.layers.47.attn.wv_dv", | |
| "model.llm.layers.47.attn_sconv", | |
| "model.llm.layers.47.mlp.gate", | |
| "model.llm.layers.47.mlp_sconv", | |
| "model.llm.layers.48.attn.k_sconv", | |
| "model.llm.layers.48.attn.v_sconv", | |
| "model.llm.layers.48.attn.wk_dv", | |
| "model.llm.layers.48.attn.wo_ud", | |
| "model.llm.layers.48.attn.wq_du", | |
| "model.llm.layers.48.attn.wr_du", | |
| "model.llm.layers.48.attn.wv_dv", | |
| "model.llm.layers.48.attn_sconv", | |
| "model.llm.layers.48.mlp.gate", | |
| "model.llm.layers.48.mlp_sconv", | |
| "model.llm.layers.49.attn.k_sconv", | |
| "model.llm.layers.49.attn.v_sconv", | |
| "model.llm.layers.49.attn.wk_dv", | |
| "model.llm.layers.49.attn.wo_ud", | |
| "model.llm.layers.49.attn.wq_du", | |
| "model.llm.layers.49.attn.wr_du", | |
| "model.llm.layers.49.attn.wv_dv", | |
| "model.llm.layers.49.attn_sconv", | |
| "model.llm.layers.49.mlp.gate", | |
| "model.llm.layers.49.mlp_sconv", | |
| "model.llm.layers.5.attn.k_sconv", | |
| "model.llm.layers.5.attn.v_sconv", | |
| "model.llm.layers.5.attn.wk_dv", | |
| "model.llm.layers.5.attn.wo_ud", | |
| "model.llm.layers.5.attn.wq_du", | |
| "model.llm.layers.5.attn.wr_du", | |
| "model.llm.layers.5.attn.wv_dv", | |
| "model.llm.layers.5.attn_sconv", | |
| "model.llm.layers.5.mlp.gate", | |
| "model.llm.layers.5.mlp_sconv", | |
| "model.llm.layers.50.attn.k_sconv", | |
| "model.llm.layers.50.attn.v_sconv", | |
| "model.llm.layers.50.attn.wk_dv", | |
| "model.llm.layers.50.attn.wo_ud", | |
| "model.llm.layers.50.attn.wq_du", | |
| "model.llm.layers.50.attn.wr_du", | |
| "model.llm.layers.50.attn.wv_dv", | |
| "model.llm.layers.50.attn_sconv", | |
| "model.llm.layers.50.mlp.gate", | |
| "model.llm.layers.50.mlp_sconv", | |
| "model.llm.layers.51.attn.k_sconv", | |
| "model.llm.layers.51.attn.v_sconv", | |
| "model.llm.layers.51.attn.wk_dv", | |
| "model.llm.layers.51.attn.wo_ud", | |
| "model.llm.layers.51.attn.wq_du", | |
| "model.llm.layers.51.attn.wr_du", | |
| "model.llm.layers.51.attn.wv_dv", | |
| "model.llm.layers.51.attn_sconv", | |
| "model.llm.layers.51.mlp.gate", | |
| "model.llm.layers.51.mlp_sconv", | |
| "model.llm.layers.52.attn.k_sconv", | |
| "model.llm.layers.52.attn.v_sconv", | |
| "model.llm.layers.52.attn.wk_dv", | |
| "model.llm.layers.52.attn.wo_ud", | |
| "model.llm.layers.52.attn.wq_du", | |
| "model.llm.layers.52.attn.wr_du", | |
| "model.llm.layers.52.attn.wv_dv", | |
| "model.llm.layers.52.attn_sconv", | |
| "model.llm.layers.52.mlp.gate", | |
| "model.llm.layers.52.mlp_sconv", | |
| "model.llm.layers.53.attn.k_sconv", | |
| "model.llm.layers.53.attn.v_sconv", | |
| "model.llm.layers.53.attn.wk_dv", | |
| "model.llm.layers.53.attn.wo_ud", | |
| "model.llm.layers.53.attn.wq_du", | |
| "model.llm.layers.53.attn.wr_du", | |
| "model.llm.layers.53.attn.wv_dv", | |
| "model.llm.layers.53.attn_sconv", | |
| "model.llm.layers.53.mlp.gate", | |
| "model.llm.layers.53.mlp_sconv", | |
| "model.llm.layers.54.attn.k_sconv", | |
| "model.llm.layers.54.attn.v_sconv", | |
| "model.llm.layers.54.attn.wk_dv", | |
| "model.llm.layers.54.attn.wo_ud", | |
| "model.llm.layers.54.attn.wq_du", | |
| "model.llm.layers.54.attn.wr_du", | |
| "model.llm.layers.54.attn.wv_dv", | |
| "model.llm.layers.54.attn_sconv", | |
| "model.llm.layers.54.mlp.gate", | |
| "model.llm.layers.54.mlp_sconv", | |
| "model.llm.layers.55.attn.k_sconv", | |
| "model.llm.layers.55.attn.v_sconv", | |
| "model.llm.layers.55.attn.wk_dv", | |
| "model.llm.layers.55.attn.wo_ud", | |
| "model.llm.layers.55.attn.wq_du", | |
| "model.llm.layers.55.attn.wr_du", | |
| "model.llm.layers.55.attn.wv_dv", | |
| "model.llm.layers.55.attn_sconv", | |
| "model.llm.layers.55.mlp.gate", | |
| "model.llm.layers.55.mlp_sconv", | |
| "model.llm.layers.56.attn.k_sconv", | |
| "model.llm.layers.56.attn.v_sconv", | |
| "model.llm.layers.56.attn.wk_dv", | |
| "model.llm.layers.56.attn.wo_ud", | |
| "model.llm.layers.56.attn.wq_du", | |
| "model.llm.layers.56.attn.wr_du", | |
| "model.llm.layers.56.attn.wv_dv", | |
| "model.llm.layers.56.attn_sconv", | |
| "model.llm.layers.56.mlp.gate", | |
| "model.llm.layers.56.mlp_sconv", | |
| "model.llm.layers.57.attn.k_sconv", | |
| "model.llm.layers.57.attn.v_sconv", | |
| "model.llm.layers.57.attn.wk_dv", | |
| "model.llm.layers.57.attn.wo_ud", | |
| "model.llm.layers.57.attn.wq_du", | |
| "model.llm.layers.57.attn.wr_du", | |
| "model.llm.layers.57.attn.wv_dv", | |
| "model.llm.layers.57.attn_sconv", | |
| "model.llm.layers.57.mlp.gate", | |
| "model.llm.layers.57.mlp_sconv", | |
| "model.llm.layers.58.attn.k_sconv", | |
| "model.llm.layers.58.attn.v_sconv", | |
| "model.llm.layers.58.attn.wk_dv", | |
| "model.llm.layers.58.attn.wo_ud", | |
| "model.llm.layers.58.attn.wq_du", | |
| "model.llm.layers.58.attn.wr_du", | |
| "model.llm.layers.58.attn.wv_dv", | |
| "model.llm.layers.58.attn_sconv", | |
| "model.llm.layers.58.mlp.gate", | |
| "model.llm.layers.58.mlp_sconv", | |
| "model.llm.layers.59.attn.k_sconv", | |
| "model.llm.layers.59.attn.v_sconv", | |
| "model.llm.layers.59.attn.wk_dv", | |
| "model.llm.layers.59.attn.wo_ud", | |
| "model.llm.layers.59.attn.wq_du", | |
| "model.llm.layers.59.attn.wr_du", | |
| "model.llm.layers.59.attn.wv_dv", | |
| "model.llm.layers.59.attn_sconv", | |
| "model.llm.layers.59.mlp.gate", | |
| "model.llm.layers.59.mlp_sconv", | |
| "model.llm.layers.6.attn.k_sconv", | |
| "model.llm.layers.6.attn.v_sconv", | |
| "model.llm.layers.6.attn.wk_dv", | |
| "model.llm.layers.6.attn.wo_ud", | |
| "model.llm.layers.6.attn.wq_du", | |
| "model.llm.layers.6.attn.wr_du", | |
| "model.llm.layers.6.attn.wv_dv", | |
| "model.llm.layers.6.attn_sconv", | |
| "model.llm.layers.6.mlp.gate", | |
| "model.llm.layers.6.mlp_sconv", | |
| "model.llm.layers.60.attn.k_sconv", | |
| "model.llm.layers.60.attn.v_sconv", | |
| "model.llm.layers.60.attn.wk_dv", | |
| "model.llm.layers.60.attn.wo_ud", | |
| "model.llm.layers.60.attn.wq_du", | |
| "model.llm.layers.60.attn.wr_du", | |
| "model.llm.layers.60.attn.wv_dv", | |
| "model.llm.layers.60.attn_sconv", | |
| "model.llm.layers.60.mlp.gate", | |
| "model.llm.layers.60.mlp_sconv", | |
| "model.llm.layers.61.attn.k_sconv", | |
| "model.llm.layers.61.attn.v_sconv", | |
| "model.llm.layers.61.attn.wk_dv", | |
| "model.llm.layers.61.attn.wo_ud", | |
| "model.llm.layers.61.attn.wq_du", | |
| "model.llm.layers.61.attn.wr_du", | |
| "model.llm.layers.61.attn.wv_dv", | |
| "model.llm.layers.61.attn_sconv", | |
| "model.llm.layers.61.mlp.gate", | |
| "model.llm.layers.61.mlp_sconv", | |
| "model.llm.layers.62.attn.k_sconv", | |
| "model.llm.layers.62.attn.v_sconv", | |
| "model.llm.layers.62.attn.wk_dv", | |
| "model.llm.layers.62.attn.wo_ud", | |
| "model.llm.layers.62.attn.wq_du", | |
| "model.llm.layers.62.attn.wr_du", | |
| "model.llm.layers.62.attn.wv_dv", | |
| "model.llm.layers.62.attn_sconv", | |
| "model.llm.layers.62.mlp.gate", | |
| "model.llm.layers.62.mlp_sconv", | |
| "model.llm.layers.63.attn.k_sconv", | |
| "model.llm.layers.63.attn.v_sconv", | |
| "model.llm.layers.63.attn.wk_dv", | |
| "model.llm.layers.63.attn.wo_ud", | |
| "model.llm.layers.63.attn.wq_du", | |
| "model.llm.layers.63.attn.wr_du", | |
| "model.llm.layers.63.attn.wv_dv", | |
| "model.llm.layers.63.attn_sconv", | |
| "model.llm.layers.63.mlp.gate", | |
| "model.llm.layers.63.mlp_sconv", | |
| "model.llm.layers.64.attn.k_sconv", | |
| "model.llm.layers.64.attn.v_sconv", | |
| "model.llm.layers.64.attn.wk_dv", | |
| "model.llm.layers.64.attn.wo_ud", | |
| "model.llm.layers.64.attn.wq_du", | |
| "model.llm.layers.64.attn.wr_du", | |
| "model.llm.layers.64.attn.wv_dv", | |
| "model.llm.layers.64.attn_sconv", | |
| "model.llm.layers.64.mlp.gate", | |
| "model.llm.layers.64.mlp_sconv", | |
| "model.llm.layers.65.attn.k_sconv", | |
| "model.llm.layers.65.attn.v_sconv", | |
| "model.llm.layers.65.attn.wk_dv", | |
| "model.llm.layers.65.attn.wo_ud", | |
| "model.llm.layers.65.attn.wq_du", | |
| "model.llm.layers.65.attn.wr_du", | |
| "model.llm.layers.65.attn.wv_dv", | |
| "model.llm.layers.65.attn_sconv", | |
| "model.llm.layers.65.mlp.gate", | |
| "model.llm.layers.65.mlp_sconv", | |
| "model.llm.layers.7.attn.k_sconv", | |
| "model.llm.layers.7.attn.v_sconv", | |
| "model.llm.layers.7.attn.wk_dv", | |
| "model.llm.layers.7.attn.wo_ud", | |
| "model.llm.layers.7.attn.wq_du", | |
| "model.llm.layers.7.attn.wr_du", | |
| "model.llm.layers.7.attn.wv_dv", | |
| "model.llm.layers.7.attn_sconv", | |
| "model.llm.layers.7.mlp.gate", | |
| "model.llm.layers.7.mlp_sconv", | |
| "model.llm.layers.8.attn.k_sconv", | |
| "model.llm.layers.8.attn.v_sconv", | |
| "model.llm.layers.8.attn.wk_dv", | |
| "model.llm.layers.8.attn.wo_ud", | |
| "model.llm.layers.8.attn.wq_du", | |
| "model.llm.layers.8.attn.wr_du", | |
| "model.llm.layers.8.attn.wv_dv", | |
| "model.llm.layers.8.attn_sconv", | |
| "model.llm.layers.8.mlp.gate", | |
| "model.llm.layers.8.mlp_sconv", | |
| "model.llm.layers.9.attn.k_sconv", | |
| "model.llm.layers.9.attn.v_sconv", | |
| "model.llm.layers.9.attn.wk_dv", | |
| "model.llm.layers.9.attn.wo_ud", | |
| "model.llm.layers.9.attn.wq_du", | |
| "model.llm.layers.9.attn.wr_du", | |
| "model.llm.layers.9.attn.wv_dv", | |
| "model.llm.layers.9.attn_sconv", | |
| "model.llm.layers.9.mlp.gate", | |
| "model.llm.layers.9.mlp_sconv", | |
| "model.mtp.layers.0.input_proj", | |
| "model.mtp.layers.0.transformer_block.attn.k_sconv", | |
| "model.mtp.layers.0.transformer_block.attn.v_sconv", | |
| "model.mtp.layers.0.transformer_block.attn.wk_dv", | |
| "model.mtp.layers.0.transformer_block.attn.wo_ud", | |
| "model.mtp.layers.0.transformer_block.attn.wq_du", | |
| "model.mtp.layers.0.transformer_block.attn.wr_du", | |
| "model.mtp.layers.0.transformer_block.attn.wv_dv", | |
| "model.mtp.layers.0.transformer_block.attn_sconv", | |
| "model.mtp.layers.0.transformer_block.mlp.w13_dn", | |
| "model.mtp.layers.0.transformer_block.mlp.w2_md", | |
| "model.mtp.layers.0.transformer_block.mlp_sconv", | |
| "model.mtp.layers.1.input_proj", | |
| "model.mtp.layers.1.transformer_block.attn.k_sconv", | |
| "model.mtp.layers.1.transformer_block.attn.v_sconv", | |
| "model.mtp.layers.1.transformer_block.attn.wk_dv", | |
| "model.mtp.layers.1.transformer_block.attn.wo_ud", | |
| "model.mtp.layers.1.transformer_block.attn.wq_du", | |
| "model.mtp.layers.1.transformer_block.attn.wr_du", | |
| "model.mtp.layers.1.transformer_block.attn.wv_dv", | |
| "model.mtp.layers.1.transformer_block.attn_sconv", | |
| "model.mtp.layers.1.transformer_block.mlp.w13_dn", | |
| "model.mtp.layers.1.transformer_block.mlp.w2_md", | |
| "model.mtp.layers.1.transformer_block.mlp_sconv", | |
| "model.mtp.layers.2.input_proj", | |
| "model.mtp.layers.2.transformer_block.attn.k_sconv", | |
| "model.mtp.layers.2.transformer_block.attn.v_sconv", | |
| "model.mtp.layers.2.transformer_block.attn.wk_dv", | |
| "model.mtp.layers.2.transformer_block.attn.wo_ud", | |
| "model.mtp.layers.2.transformer_block.attn.wq_du", | |
| "model.mtp.layers.2.transformer_block.attn.wr_du", | |
| "model.mtp.layers.2.transformer_block.attn.wv_dv", | |
| "model.mtp.layers.2.transformer_block.attn_sconv", | |
| "model.mtp.layers.2.transformer_block.mlp.w13_dn", | |
| "model.mtp.layers.2.transformer_block.mlp.w2_md", | |
| "model.mtp.layers.2.transformer_block.mlp_sconv", | |
| "model.mtp.layers.3.input_proj", | |
| "model.mtp.layers.3.transformer_block.attn.k_sconv", | |
| "model.mtp.layers.3.transformer_block.attn.v_sconv", | |
| "model.mtp.layers.3.transformer_block.attn.wk_dv", | |
| "model.mtp.layers.3.transformer_block.attn.wo_ud", | |
| "model.mtp.layers.3.transformer_block.attn.wq_du", | |
| "model.mtp.layers.3.transformer_block.attn.wr_du", | |
| "model.mtp.layers.3.transformer_block.attn.wv_dv", | |
| "model.mtp.layers.3.transformer_block.attn_sconv", | |
| "model.mtp.layers.3.transformer_block.mlp.w13_dn", | |
| "model.mtp.layers.3.transformer_block.mlp.w2_md", | |
| "model.mtp.layers.3.transformer_block.mlp_sconv", | |
| "model.mtp.layers.4.input_proj", | |
| "model.mtp.layers.4.transformer_block.attn.k_sconv", | |
| "model.mtp.layers.4.transformer_block.attn.v_sconv", | |
| "model.mtp.layers.4.transformer_block.attn.wk_dv", | |
| "model.mtp.layers.4.transformer_block.attn.wo_ud", | |
| "model.mtp.layers.4.transformer_block.attn.wq_du", | |
| "model.mtp.layers.4.transformer_block.attn.wr_du", | |
| "model.mtp.layers.4.transformer_block.attn.wv_dv", | |
| "model.mtp.layers.4.transformer_block.attn_sconv", | |
| "model.mtp.layers.4.transformer_block.mlp.w13_dn", | |
| "model.mtp.layers.4.transformer_block.mlp.w2_md", | |
| "model.mtp.layers.4.transformer_block.mlp_sconv", | |
| "model.mtp.layers.5.input_proj", | |
| "model.mtp.layers.5.transformer_block.attn.k_sconv", | |
| "model.mtp.layers.5.transformer_block.attn.v_sconv", | |
| "model.mtp.layers.5.transformer_block.attn.wk_dv", | |
| "model.mtp.layers.5.transformer_block.attn.wo_ud", | |
| "model.mtp.layers.5.transformer_block.attn.wq_du", | |
| "model.mtp.layers.5.transformer_block.attn.wr_du", | |
| "model.mtp.layers.5.transformer_block.attn.wv_dv", | |
| "model.mtp.layers.5.transformer_block.attn_sconv", | |
| "model.mtp.layers.5.transformer_block.mlp.w13_dn", | |
| "model.mtp.layers.5.transformer_block.mlp.w2_md", | |
| "model.mtp.layers.5.transformer_block.mlp_sconv", | |
| "model.mtp.layers.6.input_proj", | |
| "model.mtp.layers.6.transformer_block.attn.k_sconv", | |
| "model.mtp.layers.6.transformer_block.attn.v_sconv", | |
| "model.mtp.layers.6.transformer_block.attn.wk_dv", | |
| "model.mtp.layers.6.transformer_block.attn.wo_ud", | |
| "model.mtp.layers.6.transformer_block.attn.wq_du", | |
| "model.mtp.layers.6.transformer_block.attn.wr_du", | |
| "model.mtp.layers.6.transformer_block.attn.wv_dv", | |
| "model.mtp.layers.6.transformer_block.attn_sconv", | |
| "model.mtp.layers.6.transformer_block.mlp.w13_dn", | |
| "model.mtp.layers.6.transformer_block.mlp.w2_md", | |
| "model.mtp.layers.6.transformer_block.mlp_sconv", | |
| "model.mtp.layers.7.input_proj", | |
| "model.mtp.layers.7.transformer_block.attn.k_sconv", | |
| "model.mtp.layers.7.transformer_block.attn.v_sconv", | |
| "model.mtp.layers.7.transformer_block.attn.wk_dv", | |
| "model.mtp.layers.7.transformer_block.attn.wo_ud", | |
| "model.mtp.layers.7.transformer_block.attn.wq_du", | |
| "model.mtp.layers.7.transformer_block.attn.wr_du", | |
| "model.mtp.layers.7.transformer_block.attn.wv_dv", | |
| "model.mtp.layers.7.transformer_block.attn_sconv", | |
| "model.mtp.layers.7.transformer_block.mlp.w13_dn", | |
| "model.mtp.layers.7.transformer_block.mlp.w2_md", | |
| "model.mtp.layers.7.transformer_block.mlp_sconv", | |
| "model.visual.layers.linear_0", | |
| "model.visual.layers.linear_1", | |
| "model.visual.layers.linear_2", | |
| "model.visual.layers.linear_3" | |
| ], | |
| "algo_config": null, | |
| "softmax_quant_spec": null, | |
| "quant_method": "quark", | |
| "layer_type_quant_config": {}, | |
| "layer_quant_config": {}, | |
| "kv_cache_quant_config": {}, | |
| "kv_cache_post_rope": false, | |
| "quant_mode": "eager_mode", | |
| "version": "0.12.post1+rocm72.torch2.11", | |
| "export": { | |
| "kv_cache_group": [], | |
| "min_kv_scale": 0.0, | |
| "pack_method": "reorder", | |
| "weight_format": "real_quantized", | |
| "weight_merge_groups": null | |
| } | |
| } | |
| } |