dataset / scripts /experiments /exp2_generation.yaml
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# Generation config for Experiment 2 (Step 1)
# 基于 verl/trainer/config/generation.yaml,针对实验二调整参数
trainer:
nnodes: 1
n_gpus_per_node: 8
data:
path: null # 由 run_exp2.sh 覆盖
prompt_key: prompt
n_samples: 1
output_path: null # 由 run_exp2.sh 覆盖
batch_size: 64
model:
path: null # 由 run_exp2.sh 覆盖
external_lib: null
rollout:
name: vllm
temperature: 0.6
top_k: -1
top_p: 0.95
prompt_length: 2048
response_length: 4096
dtype: bfloat16
gpu_memory_utilization: 0.7
ignore_eos: False
enforce_eager: False
free_cache_engine: False
load_format: dummy_dtensor
tensor_model_parallel_size: 1
max_num_batched_tokens: 16384
max_model_len: null
max_num_seqs: 256
log_prob_micro_batch_size: null
log_prob_micro_batch_size_per_gpu: 8
use_fire_sampling: False
do_sample: True
disable_log_stats: True
enable_chunked_prefill: False
n: 1
actor:
strategy: fsdp
ulysses_sequence_parallel_size: 1
fsdp_config:
fsdp_size: -1
ray_init:
num_cpus: null