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ROCm/docs/data/how-to/rocm-for-ai/inference/vllm-benchmark-models.yaml
peterjunpark 68e8453ca5 Update vLLM doc for 10/6 release and bump rocm-docs-core to 1.26.0 (#5481)
* archive previous doc version

* update model/docker data and doc templates

* Update "Reproducing the Docker image"

* fix: truncated commit hash doesn't work for some reason

* bump rocm-docs-core to 1.26.0

* fix numbering

fix

* update docker tag

* update .wordlist.txt
2025-10-08 16:23:40 -04:00

317 lines
10 KiB
YAML

dockers:
- pull_tag: rocm/vllm:rocm7.0.0_vllm_0.10.2_20251006
docker_hub_url: https://hub.docker.com/layers/rocm/vllm/rocm7.0.0_vllm_0.10.2_20251006/images/sha256-94fd001964e1cf55c3224a445b1fb5be31a7dac302315255db8422d813edd7f5
components:
ROCm: 7.0.0
vLLM: 0.10.2 (0.11.0rc2.dev160+g790d22168.rocm700)
PyTorch: 2.9.0a0+git1c57644
hipBLASLt: 1.0.0
dockerfile:
commit: 790d22168820507f3105fef29596549378cfe399
model_groups:
- group: Meta Llama
tag: llama
models:
- model: Llama 2 70B
mad_tag: pyt_vllm_llama-2-70b
model_repo: meta-llama/Llama-2-70b-chat-hf
url: https://huggingface.co/meta-llama/Llama-2-70b-chat-hf
precision: float16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 4096
max_model_len: 4096
- model: Llama 3.1 8B
mad_tag: pyt_vllm_llama-3.1-8b
model_repo: meta-llama/Llama-3.1-8B-Instruct
url: https://huggingface.co/meta-llama/Llama-3.1-8B
precision: float16
config:
tp: 1
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 131072
max_model_len: 8192
- model: Llama 3.1 8B FP8
mad_tag: pyt_vllm_llama-3.1-8b_fp8
model_repo: amd/Llama-3.1-8B-Instruct-FP8-KV
url: https://huggingface.co/amd/Llama-3.1-8B-Instruct-FP8-KV
precision: float8
config:
tp: 1
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 131072
max_model_len: 8192
- model: Llama 3.1 405B
mad_tag: pyt_vllm_llama-3.1-405b
model_repo: meta-llama/Llama-3.1-405B-Instruct
url: https://huggingface.co/meta-llama/Llama-3.1-405B-Instruct
precision: float16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 131072
max_model_len: 8192
- model: Llama 3.1 405B FP8
mad_tag: pyt_vllm_llama-3.1-405b_fp8
model_repo: amd/Llama-3.1-405B-Instruct-FP8-KV
url: https://huggingface.co/amd/Llama-3.1-405B-Instruct-FP8-KV
precision: float8
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 131072
max_model_len: 8192
- model: Llama 3.1 405B MXFP4
mad_tag: pyt_vllm_llama-3.1-405b_fp4
model_repo: amd/Llama-3.1-405B-Instruct-MXFP4-Preview
url: https://huggingface.co/amd/Llama-3.1-405B-Instruct-MXFP4-Preview
precision: float4
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 131072
max_model_len: 8192
- model: Llama 3.3 70B
mad_tag: pyt_vllm_llama-3.3-70b
model_repo: meta-llama/Llama-3.3-70B-Instruct
url: https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct
precision: float16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 131072
max_model_len: 8192
- model: Llama 3.3 70B FP8
mad_tag: pyt_vllm_llama-3.3-70b_fp8
model_repo: amd/Llama-3.3-70B-Instruct-FP8-KV
url: https://huggingface.co/amd/Llama-3.3-70B-Instruct-FP8-KV
precision: float8
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 131072
max_model_len: 8192
- model: Llama 3.3 70B MXFP4
mad_tag: pyt_vllm_llama-3.3-70b_fp4
model_repo: amd/Llama-3.3-70B-Instruct-MXFP4-Preview
url: https://huggingface.co/amd/Llama-3.3-70B-Instruct-MXFP4-Preview
precision: float4
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 131072
max_model_len: 8192
- model: Llama 4 Scout 17Bx16E
mad_tag: pyt_vllm_llama-4-scout-17b-16e
model_repo: meta-llama/Llama-4-Scout-17B-16E-Instruct
url: https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Instruct
precision: float16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 32768
max_model_len: 8192
- model: Llama 4 Maverick 17Bx128E
mad_tag: pyt_vllm_llama-4-maverick-17b-128e
model_repo: meta-llama/Llama-4-Maverick-17B-128E-Instruct
url: https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct
precision: float16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 32768
max_model_len: 8192
- model: Llama 4 Maverick 17Bx128E FP8
mad_tag: pyt_vllm_llama-4-maverick-17b-128e_fp8
model_repo: meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
url: https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
precision: float8
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 131072
max_model_len: 8192
- group: DeepSeek
tag: deepseek
models:
- model: DeepSeek R1 0528 FP8
mad_tag: pyt_vllm_deepseek-r1
model_repo: deepseek-ai/DeepSeek-R1-0528
url: https://huggingface.co/deepseek-ai/DeepSeek-R1-0528
precision: float8
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_seqs: 1024
max_num_batched_tokens: 131072
max_model_len: 8192
- group: OpenAI GPT OSS
tag: gpt-oss
models:
- model: GPT OSS 20B
mad_tag: pyt_vllm_gpt-oss-20b
model_repo: openai/gpt-oss-20b
url: https://huggingface.co/openai/gpt-oss-20b
precision: bfloat16
config:
tp: 1
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 8192
max_model_len: 8192
- model: GPT OSS 120B
mad_tag: pyt_vllm_gpt-oss-120b
model_repo: openai/gpt-oss-120b
url: https://huggingface.co/openai/gpt-oss-120b
precision: bfloat16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 8192
max_model_len: 8192
- group: Mistral AI
tag: mistral
models:
- model: Mixtral MoE 8x7B
mad_tag: pyt_vllm_mixtral-8x7b
model_repo: mistralai/Mixtral-8x7B-Instruct-v0.1
url: https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1
precision: float16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 32768
max_model_len: 8192
- model: Mixtral MoE 8x7B FP8
mad_tag: pyt_vllm_mixtral-8x7b_fp8
model_repo: amd/Mixtral-8x7B-Instruct-v0.1-FP8-KV
url: https://huggingface.co/amd/Mixtral-8x7B-Instruct-v0.1-FP8-KV
precision: float8
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 32768
max_model_len: 8192
- model: Mixtral MoE 8x22B
mad_tag: pyt_vllm_mixtral-8x22b
model_repo: mistralai/Mixtral-8x22B-Instruct-v0.1
url: https://huggingface.co/mistralai/Mixtral-8x22B-Instruct-v0.1
precision: float16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 65536
max_model_len: 8192
- model: Mixtral MoE 8x22B FP8
mad_tag: pyt_vllm_mixtral-8x22b_fp8
model_repo: amd/Mixtral-8x22B-Instruct-v0.1-FP8-KV
url: https://huggingface.co/amd/Mixtral-8x22B-Instruct-v0.1-FP8-KV
precision: float8
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 65536
max_model_len: 8192
- group: Qwen
tag: qwen
models:
- model: Qwen3 8B
mad_tag: pyt_vllm_qwen3-8b
model_repo: Qwen/Qwen3-8B
url: https://huggingface.co/Qwen/Qwen3-8B
precision: float16
config:
tp: 1
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 40960
max_model_len: 8192
- model: Qwen3 32B
mad_tag: pyt_vllm_qwen3-32b
model_repo: Qwen/Qwen3-32b
url: https://huggingface.co/Qwen/Qwen3-32B
precision: float16
config:
tp: 1
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 40960
max_model_len: 8192
- model: Qwen3 30B A3B
mad_tag: pyt_vllm_qwen3-30b-a3b
model_repo: Qwen/Qwen3-30B-A3B
url: https://huggingface.co/Qwen/Qwen3-30B-A3B
precision: float16
config:
tp: 1
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 40960
max_model_len: 8192
- model: Qwen3 30B A3B FP8
mad_tag: pyt_vllm_qwen3-30b-a3b_fp8
model_repo: Qwen/Qwen3-30B-A3B-FP8
url: https://huggingface.co/Qwen/Qwen3-30B-A3B-FP8
precision: float16
config:
tp: 1
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 40960
max_model_len: 8192
- model: Qwen3 235B A22B
mad_tag: pyt_vllm_qwen3-235b-a22b
model_repo: Qwen/Qwen3-235B-A22B
url: https://huggingface.co/Qwen/Qwen3-235B-A22B
precision: float16
config:
tp: 8
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 40960
max_model_len: 8192
- model: Qwen3 235B A22B FP8
mad_tag: pyt_vllm_qwen3-235b-a22b_fp8
model_repo: Qwen/Qwen3-235B-A22B-FP8
url: https://huggingface.co/Qwen/Qwen3-235B-A22B-FP8
precision: float8
config:
tp: 8
dtype: auto
kv_cache_dtype: fp8
max_num_batched_tokens: 40960
max_model_len: 8192
- group: Microsoft Phi
tag: phi
models:
- model: Phi-4
mad_tag: pyt_vllm_phi-4
model_repo: microsoft/phi-4
url: https://huggingface.co/microsoft/phi-4
precision: float16
config:
tp: 1
dtype: auto
kv_cache_dtype: auto
max_num_batched_tokens: 16384
max_model_len: 8192