| { | |
| "version": "0.9.0.dev2024022000", | |
| "pretrained_config": { | |
| "architecture": "LlamaForCausalLM", | |
| "dtype": "float16", | |
| "logits_dtype": "float16", | |
| "vocab_size": 128256, | |
| "max_position_embeddings": 8192, | |
| "hidden_size": 4096, | |
| "num_hidden_layers": 32, | |
| "num_attention_heads": 32, | |
| "num_key_value_heads": 8, | |
| "head_size": 128, | |
| "hidden_act": "silu", | |
| "intermediate_size": 14336, | |
| "norm_epsilon": 1e-05, | |
| "position_embedding_type": "rope_gpt_neox", | |
| "use_prompt_tuning": false, | |
| "use_parallel_embedding": false, | |
| "embedding_sharding_dim": 0, | |
| "share_embedding_table": false, | |
| "mapping": { | |
| "world_size": 1, | |
| "tp_size": 1, | |
| "pp_size": 1 | |
| }, | |
| "kv_dtype": "float16", | |
| "max_lora_rank": 64, | |
| "rotary_base": 10000.0, | |
| "rotary_scaling": null, | |
| "moe_num_experts": 0, | |
| "moe_top_k": 0, | |
| "moe_tp_mode": 2, | |
| "moe_normalization_mode": 1, | |
| "enable_pos_shift": false, | |
| "dense_context_fmha": false, | |
| "lora_target_modules": null, | |
| "hf_modules_to_trtllm_modules": { | |
| "q_proj": "attn_q", | |
| "k_proj": "attn_k", | |
| "v_proj": "attn_v", | |
| "o_proj": "attn_dense", | |
| "gate_proj": "mlp_h_to_4h", | |
| "down_proj": "mlp_4h_to_h", | |
| "up_proj": "mlp_gate" | |
| }, | |
| "trtllm_modules_to_hf_modules": { | |
| "attn_q": "q_proj", | |
| "attn_k": "k_proj", | |
| "attn_v": "v_proj", | |
| "attn_dense": "o_proj", | |
| "mlp_h_to_4h": "gate_proj", | |
| "mlp_4h_to_h": "down_proj", | |
| "mlp_gate": "up_proj" | |
| }, | |
| "disable_weight_only_quant_plugin": false, | |
| "mlp_bias": false, | |
| "attn_bias": false, | |
| "quantization": { | |
| "quant_algo": null, | |
| "kv_cache_quant_algo": null, | |
| "group_size": 128, | |
| "has_zero_point": false, | |
| "pre_quant_scale": false, | |
| "exclude_modules": null, | |
| "sq_use_plugin": false | |
| } | |
| }, | |
| "build_config": { | |
| "max_input_len": 8192, | |
| "max_output_len": 8192, | |
| "max_batch_size": 64, | |
| "max_beam_width": 1, | |
| "max_num_tokens": null, | |
| "max_prompt_embedding_table_size": 0, | |
| "gather_context_logits": false, | |
| "gather_generation_logits": false, | |
| "strongly_typed": false, | |
| "builder_opt": null, | |
| "profiling_verbosity": "layer_names_only", | |
| "enable_debug_output": false, | |
| "max_draft_len": 0, | |
| "plugin_config": { | |
| "bert_attention_plugin": "float16", | |
| "gpt_attention_plugin": "float16", | |
| "gemm_plugin": "float16", | |
| "smooth_quant_gemm_plugin": null, | |
| "identity_plugin": null, | |
| "layernorm_quantization_plugin": null, | |
| "rmsnorm_quantization_plugin": null, | |
| "nccl_plugin": null, | |
| "lookup_plugin": null, | |
| "lora_plugin": null, | |
| "weight_only_groupwise_quant_matmul_plugin": null, | |
| "weight_only_quant_matmul_plugin": null, | |
| "quantize_per_token_plugin": false, | |
| "quantize_tensor_plugin": false, | |
| "moe_plugin": "float16", | |
| "context_fmha": true, | |
| "context_fmha_fp32_acc": false, | |
| "paged_kv_cache": true, | |
| "remove_input_padding": true, | |
| "use_custom_all_reduce": true, | |
| "multi_block_mode": false, | |
| "enable_xqa": true, | |
| "attention_qk_half_accumulation": false, | |
| "tokens_per_block": 128, | |
| "use_paged_context_fmha": false, | |
| "use_context_fmha_for_generation": false | |
| } | |
| } | |
| } |