Transformers
Safetensors
dflash2
speculative-decoding
draft-model
Mixture of Experts
code
speculators
vllm
Instructions to use DaoCloud/KAT-Coder-V2.5-Dev-DFlash2-2.6B-A0.3B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use DaoCloud/KAT-Coder-V2.5-Dev-DFlash2-2.6B-A0.3B with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("DaoCloud/KAT-Coder-V2.5-Dev-DFlash2-2.6B-A0.3B", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "DFlash2DraftModel" | |
| ], | |
| "aux_hidden_state_layer_ids": [ | |
| 3, | |
| 12, | |
| 21, | |
| 30, | |
| 39 | |
| ], | |
| "block_size": 7, | |
| "sample_from_anchor": true, | |
| "draft_vocab_size": 248320, | |
| "mask_token_id": 248077, | |
| "conv_kernel_size": 2, | |
| "conv_group_size": 16, | |
| "selector_rank": 256, | |
| "selector_top_k": 16, | |
| "draft_ffn_type": "moe", | |
| "num_experts": 256, | |
| "num_experts_per_tok": 8, | |
| "moe_intermediate_size": 512, | |
| "shared_expert_intermediate_size": 512, | |
| "norm_topk_prob": true, | |
| "sliding_window_non_causal": true, | |
| "dtype": "bfloat16", | |
| "tie_word_embeddings": false, | |
| "speculators_model_type": "dflash2", | |
| "speculators_config": { | |
| "algorithm": "dflash2", | |
| "default_proposal_method": "greedy", | |
| "proposal_methods": [ | |
| { | |
| "accept_tolerance": 0.0, | |
| "proposal_type": "greedy", | |
| "speculative_tokens": 7, | |
| "verifier_accept_k": 1 | |
| } | |
| ], | |
| "verifier": { | |
| "architectures": [ | |
| "Qwen3_5MoeForConditionalGeneration" | |
| ], | |
| "name_or_path": "Kwaipilot/KAT-Coder-V2.5-Dev" | |
| } | |
| }, | |
| "transformer_layer_config": { | |
| "model_type": "qwen3", | |
| "vocab_size": 248320, | |
| "hidden_size": 2048, | |
| "intermediate_size": 512, | |
| "num_hidden_layers": 3, | |
| "num_attention_heads": 32, | |
| "num_key_value_heads": 4, | |
| "head_dim": 128, | |
| "hidden_act": "silu", | |
| "rms_norm_eps": 1e-06, | |
| "initializer_range": 0.02, | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "use_sliding_window": true, | |
| "sliding_window": 2048, | |
| "max_window_layers": 0, | |
| "layer_types": [ | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention" | |
| ], | |
| "max_position_embeddings": 262144, | |
| "rope_parameters": { | |
| "rope_theta": 10000000.0, | |
| "rope_type": "default" | |
| }, | |
| "use_cache": true, | |
| "tie_word_embeddings": false, | |
| "bos_token_id": null, | |
| "eos_token_id": null, | |
| "pad_token_id": null | |
| } | |
| } |