chaiml-gspo-glm47-combi_87059

developer_uid: chai_backend_admin
submission_id: chaiml-gspo-glm47-combi_87059_v3
model_name: chaiml-gspo-glm47-combi_87059_v3
model_group: ChaiML/gspo-glm47-combin
status: inactive
timestamp: 2026-03-27T16:17:58+00:00
num_battles: 12366
num_wins: 7193
celo_rating: 1352.42
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm47-combine-rm82-kimi-data-step500
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-combi_87059_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm47-combine-rm82-kimi-data-step500
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-27
win_ratio: 0.581675562024907
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': ['<|assistant|>', '####', '<|im_end|>', '<|user|>', '</s>'], 'max_input_tokens': 1500, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>\n{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '<|assistant|>\n{bot_name}: {message}', 'user_template': '<|user|>\n{message}', 'response_template': '<|assistant|>\n<think></think>\n{bot_name}:', '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-combi-87059-v3-uploader
Waiting for job on chaiml-gspo-glm47-combi-87059-v3-uploader to finish
chaiml-gspo-glm47-combi-87059-v3-uploader: Using quantization_mode: w4a16
chaiml-gspo-glm47-combi-87059-v3-uploader: Checking if ChaiML/gspo-glm47-combine-rm82-kimi-data-step500-W4A16 already exists in ChaiML
chaiml-gspo-glm47-combi-87059-v3-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm47-combi-87059-v3-uploader: Downloading snapshot of ChaiML/gspo-glm47-combine-rm82-kimi-data-step500-W4A16...
2026-03-27T14:49:10.196717+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
2026-03-27T14:50:10.391933+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
chaiml-gspo-glm47-combi-87059-v3-uploader: Downloaded in 75.588s
chaiml-gspo-glm47-combi-87059-v3-uploader: Processed model ChaiML/gspo-glm47-combine-rm82-kimi-data-step500 in 78.583s
chaiml-gspo-glm47-combi-87059-v3-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm47-combi-87059-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combi-87059-v3-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm47-combi-87059-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm47-combi-87059-v3-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm47-combi-87059-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combi-87059-v3-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm47-combi-87059-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combi-87059-v3-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm47-combi-87059-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combi-87059-v3-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm47-combi-87059-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combi-87059-v3-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm47-combi-87059-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm47-combi-87059-v3-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm47-combi-87059-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm47-combi-87059-v3-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm47-combi-87059-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm47-combi-87059-v3-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/generation_config.json
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/config.json
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/chat_template.jinja
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/quantization_config.json
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/tokenizer_config.json
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/.gitattributes
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/model.safetensors.index.json
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/tokenizer.json
chaiml-gspo-glm47-combi-87059-v3-uploader: cp /dev/shm/model_output/model-00038-of-00038.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-combi-87059-v3/default/model-00038-of-00038.safetensors
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2026-03-27T14:51:10.599466+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
Job chaiml-gspo-glm47-combi-87059-v3-uploader completed after 184.95s with status: succeeded
Stopping job with name chaiml-gspo-glm47-combi-87059-v3-uploader
Pipeline stage VLLMUploader completed in 186.44s
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Creating inference service chaiml-gspo-glm47-combi-87059-v3
Waiting for inference service chaiml-gspo-glm47-combi-87059-v3 to be ready
2026-03-27T14:52:10.831302+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
2026-03-27T14:53:11.113902+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
2026-03-27T14:54:11.482324+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
2026-03-27T14:55:11.701933+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
Inference service chaiml-gspo-glm47-combi-87059-v3 ready after 283.7856628894806s
Pipeline stage VLLMDeployer completed in 285.02s
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Running pipeline stage StressChecker
2026-03-27T14:56:11.915839+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
Received healthy response to inference request in 9.338301658630371s
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Received healthy response to inference request in 2.355041980743408s
2026-03-27T14:57:12.270059+00:00 monitor updated for chaiml-gspo-glm47-combi_87059_v3
Received healthy response to inference request in 2.1945512294769287s
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Received healthy response to inference request in 2.131878137588501s
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Received healthy response to inference request in 2.1910853385925293s
Received healthy response to inference request in 2.1843857765197754s
Received healthy response to inference request in 2.2643229961395264s
30 requests
0 failed requests
5th percentile: 2.0870219349861143
10th percentile: 2.130340075492859
20th percentile: 2.1578383445739746
30th percentile: 2.1897663354873655
40th percentile: 2.205801010131836
50th percentile: 2.2323155403137207
60th percentile: 2.269928216934204
70th percentile: 2.3004582881927487
80th percentile: 2.4089013576507567
90th percentile: 8.797470426559448
95th percentile: 9.107879519462584
99th percentile: 9.414366872310639
mean time: 3.1466919422149657
Pipeline stage StressChecker completed in 100.89s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.22s
Shutdown handler de-registered
chaiml-gspo-glm47-combi_87059_v3 status is now deployed due to DeploymentManager action
chaiml-gspo-glm47-combi_87059_v3 status is now inactive due to auto deactivation removed underperforming models