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ROCm/docs/data/how-to/rocm-for-ai/training/previous-versions/jax-maxtext-v25.9-benchmark-models.yaml

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YAML

dockers:
- pull_tag: rocm/jax-training:maxtext-v25.9.1
docker_hub_url: https://hub.docker.com/layers/rocm/jax-training/maxtext-v25.9.1/images/sha256-60946cfbd470f6ee361fc9da740233a4fb2e892727f01719145b1f7627a1cff6
components:
ROCm: 7.0.0
JAX: 0.6.2
Python: 3.10.18
Transformer Engine: 2.2.0.dev0+c91bac54
hipBLASLt: 1.x.x
model_groups:
- group: Meta Llama
tag: llama
models:
- model: Llama 2 7B
mad_tag: jax_maxtext_train_llama-2-7b
model_repo: Llama-2-7B
precision: bf16
multinode_training_script: llama2_7b_multinode.sh
doc_options: ["single-node", "multi-node"]
- model: Llama 2 70B
mad_tag: jax_maxtext_train_llama-2-70b
model_repo: Llama-2-70B
precision: bf16
multinode_training_script: llama2_70b_multinode.sh
doc_options: ["single-node", "multi-node"]
- model: Llama 3 8B (multi-node)
mad_tag: jax_maxtext_train_llama-3-8b
multinode_training_script: llama3_8b_multinode.sh
doc_options: ["multi-node"]
- model: Llama 3 70B (multi-node)
mad_tag: jax_maxtext_train_llama-3-70b
multinode_training_script: llama3_70b_multinode.sh
doc_options: ["multi-node"]
- model: Llama 3.1 8B
mad_tag: jax_maxtext_train_llama-3.1-8b
model_repo: Llama-3.1-8B
precision: bf16
doc_options: ["single-node"]
- model: Llama 3.1 70B
mad_tag: jax_maxtext_train_llama-3.1-70b
model_repo: Llama-3.1-70B
precision: bf16
doc_options: ["single-node"]
- model: Llama 3.3 70B
mad_tag: jax_maxtext_train_llama-3.3-70b
model_repo: Llama-3.3-70B
precision: bf16
doc_options: ["single-node"]
- group: DeepSeek
tag: deepseek
models:
- model: DeepSeek-V2-Lite (16B)
mad_tag: jax_maxtext_train_deepseek-v2-lite-16b
model_repo: DeepSeek-V2-lite
precision: bf16
doc_options: ["single-node"]
- group: Mistral AI
tag: mistral
models:
- model: Mixtral 8x7B
mad_tag: jax_maxtext_train_mixtral-8x7b
model_repo: Mixtral-8x7B
precision: bf16
doc_options: ["single-node"]