docs: update comment (#721)

benchmark/blog_v0_2/config.md

@@ -0,0 +1,100 @@
+### used for TensorRT LLM
+
+```
+{
+    "architecture": "LlamaForCausalLM",
+    "dtype": "float16",
+    "logits_dtype": "float32",
+    "vocab_size": 128256,
+    "max_position_embeddings": 8192,
+    "hidden_size": 16384,
+    "num_hidden_layers": 126,
+    "num_attention_heads": 128,
+    "num_key_value_heads": 16,
+    "head_size": 128,
+    "qk_layernorm": false,
+    "hidden_act": "silu",
+    "intermediate_size": 53248,
+    "norm_epsilon": 1e-05,
+    "position_embedding_type": "rope_gpt_neox",
+    "use_parallel_embedding": false,
+    "embedding_sharding_dim": 0,
+    "share_embedding_table": false,
+    "mapping": {
+        "world_size": 8,
+        "tp_size": 8,
+        "pp_size": 1,
+        "gpus_per_node": 8
+    },
+    "quantization": {
+        "quant_algo": "FP8",
+        "kv_cache_quant_algo": null,
+        "group_size": 128,
+        "smoothquant_val": null,
+        "has_zero_point": false,
+        "pre_quant_scale": false,
+        "exclude_modules": [
+            "lm_head"
+        ]
+    },
+    "kv_dtype": "float16",
+    "rotary_scaling": null,
+    "residual_mlp": false,
+    "moe_normalization_mode": null,
+    "rotary_base": 500000.0,
+    "moe_num_experts": 0,
+    "moe_top_k": 0,
+    "moe_tp_mode": 2,
+    "attn_bias": false,
+    "disable_weight_only_quant_plugin": false,
+    "mlp_bias": false
+}
+```
+
+### used for vLLM and SGLang
+
+```
+{
+  "_name_or_path": "dummy_fp8",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": 128009,
+  "hidden_act": "silu",
+  "hidden_size": 16384,
+  "initializer_range": 0.02,
+  "intermediate_size": 53248,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 128,
+  "num_hidden_layers": 126,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "quantization_config": {
+    "activation_scheme": "static",
+    "ignored_layers": [
+      "lm_head"
+    ],
+    "quant_method": "fp8"
+  },
+  "rope_scaling": {
+    "factor": 8.0,
+    "low_freq_factor": 1.0,
+    "high_freq_factor": 4.0,
+    "original_max_position_embeddings": 8192,
+    "rope_type": "llama3"
+  },
+  "max_position_embeddings": 131072,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.1",
+  "use_cache": true,
+  "vocab_size": 128256
+}
+```