developer_uid: chai_backend_admin
submission_id: chaiml-gspo-glm47-cas72_57867_v2
model_name: chaiml-gspo-glm47-cas72_57867_v2
model_group: ChaiML/gspo-glm47-cas72b
status: inactive
timestamp: 2026-03-26T04:38:41+00:00
num_battles: 19688
num_wins: 11484
celo_rating: 1352.05
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step400
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 24110003200.0
best_of: 8
max_input_tokens: 1500
max_output_tokens: 80
reward_model: default
display_name: chaiml-gspo-glm47-cas72_57867_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step400
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-25
win_ratio: 0.5832994717594474
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.0, 'top_k': 60, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['####', '<|user|>', '<|assistant|>', '</s>', '<|im_end|>'], 'max_input_tokens': 1500, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '<|assistant|>{message}', 'user_template': '<|user|>{message}', 'response_template': '<|assistant|></think>', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-gspo-glm47-cas72-57867-v2-uploader
Waiting for job on chaiml-gspo-glm47-cas72-57867-v2-uploader to finish
chaiml-gspo-glm47-cas72-57867-v2-uploader: Using quantization_mode: fp8
chaiml-gspo-glm47-cas72-57867-v2-uploader: Checking if ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step400-FP8 already exists in ChaiML
chaiml-gspo-glm47-cas72-57867-v2-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm47-cas72-57867-v2-uploader: Downloading snapshot of ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step400-FP8...
2026-03-25T21:15:38.112359+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:15:40.986831+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
2026-03-25T21:16:38.252710+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:16:41.143284+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
2026-03-25T21:17:38.395272+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:17:41.279530+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
chaiml-gspo-glm47-cas72-57867-v2-uploader: Downloaded in 158.236s
chaiml-gspo-glm47-cas72-57867-v2-uploader: Processed model ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step400 in 161.770s
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/chat_template.jinja
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/config.json
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/generation_config.json
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/.gitattributes
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/tokenizer_config.json
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/special_tokens_map.json
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/model.safetensors.index.json
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/recipe.yaml
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/tokenizer.json
chaiml-gspo-glm47-cas72-57867-v2-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-57867-v2/default/model-00072-of-00072.safetensors
2026-03-25T21:18:38.537213+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:18:41.405033+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
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2026-03-25T21:19:38.688808+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:19:41.535619+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
Job chaiml-gspo-glm47-cas72-57867-v2-uploader completed after 301.66s with status: succeeded
Stopping job with name chaiml-gspo-glm47-cas72-57867-v2-uploader
Pipeline stage VLLMUploader completed in 302.44s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.45s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm47-cas72-57867-v2
Waiting for inference service chaiml-gspo-glm47-cas72-57867-v2 to be ready
2026-03-25T21:20:38.855066+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:20:41.692891+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
2026-03-25T21:21:39.029017+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:21:41.851746+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
2026-03-25T21:22:39.190231+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:22:42.003099+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
2026-03-25T21:23:39.345433+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:23:42.150749+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
2026-03-25T21:24:39.510028+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:24:42.319162+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
Inference service chaiml-gspo-glm47-cas72-57867-v2 ready after 340.4237906932831s
Pipeline stage VLLMDeployer completed in 341.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.842901945114136s
2026-03-25T21:25:39.675551+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
2026-03-25T21:25:42.474978+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
Received healthy response to inference request in 9.123767375946045s
Received healthy response to inference request in 8.978576898574829s
Received healthy response to inference request in 2.004793167114258s
Received healthy response to inference request in 8.995548248291016s
Received healthy response to inference request in 1.9943187236785889s
Received healthy response to inference request in 2.0275940895080566s
Received healthy response to inference request in 1.9593698978424072s
Received healthy response to inference request in 1.9771246910095215s
Received healthy response to inference request in 1.983375072479248s
Received healthy response to inference request in 2.145326852798462s
Received healthy response to inference request in 2.018228054046631s
Received healthy response to inference request in 1.9715747833251953s
Received healthy response to inference request in 1.9808926582336426s
Received healthy response to inference request in 2.0503897666931152s
Received healthy response to inference request in 1.979750394821167s
Received healthy response to inference request in 2.314542770385742s
Received healthy response to inference request in 2.03330135345459s
Received healthy response to inference request in 1.9393870830535889s
Received healthy response to inference request in 2.236377000808716s
2026-03-25T21:26:39.839756+00:00 monitor updated for chaiml-glm-47-bobo-fmt-_73905_v1
Received healthy response to inference request in 2.1974904537200928s
2026-03-25T21:26:42.635915+00:00 monitor updated for chaiml-gspo-glm47-cas72_57867_v2
Received healthy response to inference request in 2.1249637603759766s
Received healthy response to inference request in 2.3368802070617676s
Received healthy response to inference request in 2.2398579120635986s
Received healthy response to inference request in 2.096076011657715s
Received healthy response to inference request in 1.9736089706420898s
Received healthy response to inference request in 2.0532162189483643s
Received healthy response to inference request in 2.177093505859375s
Received healthy response to inference request in 2.158564329147339s
Received healthy response to inference request in 2.505831718444824s
30 requests
0 failed requests
5th percentile: 1.964862096309662
10th percentile: 1.9734055519104003
20th percentile: 1.9806642055511474
30th percentile: 2.001650834083557
40th percentile: 2.0310184478759767
50th percentile: 2.0746461153030396
60th percentile: 2.150621843338013
70th percentile: 2.2091564178466796
80th percentile: 2.3190102577209473
90th percentile: 8.980274033546447
95th percentile: 9.066068768501282
99th percentile: 9.63435292005539
mean time: 3.04735746383667
Pipeline stage StressChecker completed in 97.42s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.37s
Shutdown handler de-registered
chaiml-gspo-glm47-cas72_57867_v2 status is now deployed due to DeploymentManager action
chaiml-gspo-glm47-cas72_57867_v2 status is now inactive due to system request