chaiml-grpo-glm50-combi_23481

developer_uid: chai_backend_admin
submission_id: chaiml-grpo-glm50-combi_23481_v1
model_name: chaiml-grpo-glm50-combi_23481_v1
model_group: ChaiML/grpo-glm50-combin
status: inactive
timestamp: 2026-04-02T22:17:52+00:00
num_battles: 10915
num_wins: 6412
celo_rating: 8387.93
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step200-int4
model_architecture: GlmMoeDsaForCausalLM
model_num_parameters: 31348144128.0
best_of: 8
max_input_tokens: 1500
max_output_tokens: 80
reward_model: default
display_name: chaiml-grpo-glm50-combi_23481_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step200-int4
model_size: 31B
ranking_group: single
us_pacific_date: 2026-04-02
win_ratio: 0.5874484654145671
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|>', '</s>', '<|assistant|>', '####', '<|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-grpo-glm50-combi-23481-v1-uploader
Waiting for job on chaiml-grpo-glm50-combi-23481-v1-uploader to finish
chaiml-grpo-glm50-combi-23481-v1-uploader: {repo_id} is already quantized
chaiml-grpo-glm50-combi-23481-v1-uploader: Using quantization_mode: none
chaiml-grpo-glm50-combi-23481-v1-uploader: Downloading snapshot of ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step200-int4...
2026-04-02T18:46:34.139033+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:47:34.233194+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:48:34.323757+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
chaiml-grpo-glm50-combi-23481-v1-uploader: Downloaded in 179.864s
2026-04-02T18:49:34.830680+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:50:34.921376+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
chaiml-grpo-glm50-combi-23481-v1-uploader: Processed model ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step200-int4 in 315.171s
chaiml-grpo-glm50-combi-23481-v1-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-glm50-combi-23481-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-23481-v1-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-glm50-combi-23481-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-glm50-combi-23481-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-glm50-combi-23481-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-23481-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-23481-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-23481-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-23481-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-23481-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-23481-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-23481-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-23481-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-glm50-combi-23481-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-glm50-combi-23481-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-glm50-combi-23481-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-glm50-combi-23481-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-glm50-combi-23481-v1-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default
chaiml-grpo-glm50-combi-23481-v1-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default/chat_template.jinja
chaiml-grpo-glm50-combi-23481-v1-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default/.gitattributes
chaiml-grpo-glm50-combi-23481-v1-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default/quantization_config.json
chaiml-grpo-glm50-combi-23481-v1-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default/generation_config.json
chaiml-grpo-glm50-combi-23481-v1-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default/config.json
chaiml-grpo-glm50-combi-23481-v1-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default/tokenizer_config.json
chaiml-grpo-glm50-combi-23481-v1-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default/model.safetensors.index.json
2026-04-02T18:51:35.116757+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
chaiml-grpo-glm50-combi-23481-v1-uploader: cp /dev/shm/model_output/model-00075-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-23481-v1/default/model-00075-of-00075.safetensors
2026-04-02T18:52:35.218869+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
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Job chaiml-grpo-glm50-combi-23481-v1-uploader completed after 453.35s with status: succeeded
Stopping job with name chaiml-grpo-glm50-combi-23481-v1-uploader
Pipeline stage VLLMUploader completed in 453.84s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.12s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 4.04s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-glm50-combi-23481-v1
Waiting for inference service chaiml-grpo-glm50-combi-23481-v1 to be ready
2026-04-02T18:53:35.370698+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:54:35.504090+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:55:35.739876+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:56:35.844461+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:57:35.942516+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:58:36.063785+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
2026-04-02T18:59:36.167861+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
Inference service chaiml-grpo-glm50-combi-23481-v1 ready after 441.5124680995941s
Pipeline stage VLLMDeployer completed in 442.11s
run pipeline stage %s
Running pipeline stage StressChecker
2026-04-02T19:00:36.285769+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
Received healthy response to inference request in 10.665973901748657s
Received healthy response to inference request in 2.4862143993377686s
Received healthy response to inference request in 3.017275810241699s
Received healthy response to inference request in 2.6471614837646484s
Received healthy response to inference request in 2.5858051776885986s
Received healthy response to inference request in 2.4931888580322266s
Received healthy response to inference request in 2.578308343887329s
Received healthy response to inference request in 2.590824604034424s
Received healthy response to inference request in 2.5764241218566895s
Received healthy response to inference request in 2.563648223876953s
Received healthy response to inference request in 2.7350387573242188s
Received healthy response to inference request in 2.7464487552642822s
Received healthy response to inference request in 2.575528144836426s
Received healthy response to inference request in 3.06048846244812s
Received healthy response to inference request in 2.85078763961792s
Received healthy response to inference request in 2.8494858741760254s
Received healthy response to inference request in 3.1110808849334717s
Received healthy response to inference request in 2.7489216327667236s
Received healthy response to inference request in 2.661881923675537s
2026-04-02T19:01:36.382944+00:00 monitor updated for chaiml-grpo-glm50-combi_23481_v1
Received healthy response to inference request in 2.6402790546417236s
Received healthy response to inference request in 2.5433788299560547s
Received healthy response to inference request in 2.6624910831451416s
Received healthy response to inference request in 2.6730990409851074s
Received healthy response to inference request in 2.909173011779785s
Received healthy response to inference request in 2.581007719039917s
Received healthy response to inference request in 2.7625045776367188s
Received healthy response to inference request in 2.7537951469421387s
Received healthy response to inference request in 2.7583792209625244s
Received healthy response to inference request in 2.753755807876587s
Received healthy response to inference request in 2.7588698863983154s
30 requests
0 failed requests
5th percentile: 2.5157743453979493
10th percentile: 2.5616212844848634
20th percentile: 2.5779314994812013
30th percentile: 2.589318776130676
40th percentile: 2.6559937477111815
50th percentile: 2.704068899154663
60th percentile: 2.750855302810669
70th percentile: 2.758526420593262
80th percentile: 2.8497462272644043
90th percentile: 3.0215970754623416
95th percentile: 3.0883142948150635
99th percentile: 8.47505492687226
mean time: 2.978040679295858
Pipeline stage StressChecker completed in 92.78s
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 1.30s
Shutdown handler de-registered
chaiml-grpo-glm50-combi_23481_v1 status is now deployed due to DeploymentManager action
chaiml-grpo-glm50-combi_23481_v1 status is now inactive due to auto deactivation removed underperforming models