chaiml-gspo-glm47-cas72_44480

developer_uid: chai_backend_admin
submission_id: chaiml-gspo-glm47-cas72_44480_v3
model_name: chaiml-gspo-glm47-cas72_44480_v3
model_group: ChaiML/gspo-glm47-cas72b
status: inactive
timestamp: 2026-04-02T19:58:01+00:00
num_battles: 10282
num_wins: 5855
celo_rating: 8388.89
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm47-cas72b-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-cas72_44480_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step500
model_size: 24B
ranking_group: single
us_pacific_date: 2026-04-02
win_ratio: 0.5694417428515853
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|>{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-cas72-44480-v3-uploader
Waiting for job on chaiml-gspo-glm47-cas72-44480-v3-uploader to finish
chaiml-gspo-glm47-cas72-44480-v3-uploader: Using quantization_mode: w4a16
chaiml-gspo-glm47-cas72-44480-v3-uploader: Checking if ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step500-W4A16 already exists in ChaiML
chaiml-gspo-glm47-cas72-44480-v3-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm47-cas72-44480-v3-uploader: Downloading snapshot of ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step500-W4A16...
2026-04-02T17:13:05.231337+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
2026-04-02T17:14:05.318518+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
chaiml-gspo-glm47-cas72-44480-v3-uploader: Downloaded in 83.951s
chaiml-gspo-glm47-cas72-44480-v3-uploader: Processed model ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step500 in 87.004s
chaiml-gspo-glm47-cas72-44480-v3-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm47-cas72-44480-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
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chaiml-gspo-glm47-cas72-44480-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm47-cas72-44480-v3-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm47-cas72-44480-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
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chaiml-gspo-glm47-cas72-44480-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-cas72-44480-v3-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm47-cas72-44480-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
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chaiml-gspo-glm47-cas72-44480-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
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chaiml-gspo-glm47-cas72-44480-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
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chaiml-gspo-glm47-cas72-44480-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm47-cas72-44480-v3-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm47-cas72-44480-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm47-cas72-44480-v3-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/chat_template.jinja
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/README.md
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/quantization_config.json
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/tokenizer_config.json
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/config.json
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/special_tokens_map.json
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/generation_config.json
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/.gitattributes
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/model.safetensors.index.json
chaiml-gspo-glm47-cas72-44480-v3-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-44480-v3/default/tokenizer.json
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2026-04-02T17:15:05.411126+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
Job chaiml-gspo-glm47-cas72-44480-v3-uploader completed after 196.83s with status: succeeded
Stopping job with name chaiml-gspo-glm47-cas72-44480-v3-uploader
Pipeline stage VLLMUploader completed in 197.30s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.10s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 2.10s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm47-cas72-44480-v3
Waiting for inference service chaiml-gspo-glm47-cas72-44480-v3 to be ready
2026-04-02T17:16:05.506951+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
Failed to get response for submission chaiml-kimid-v8b-kimidv_81429_v8: ('http://chaiml-kimid-v8b-kimidv-81429-v8-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/completions', 'request timeout')
2026-04-02T17:17:05.613369+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
2026-04-02T17:18:05.711097+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
2026-04-02T17:19:05.808919+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
Inference service chaiml-gspo-glm47-cas72-44480-v3 ready after 260.79881620407104s
Pipeline stage VLLMDeployer completed in 261.42s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 8.75860857963562s
Received healthy response to inference request in 9.852527379989624s
2026-04-02T17:20:05.930418+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
Received healthy response to inference request in 9.2623450756073s
Retrying (%r) after connection broken by '%r': %s
Received healthy response to inference request in 8.852447032928467s
Received healthy response to inference request in 2.055748462677002s
Received healthy response to inference request in 2.2833995819091797s
Received healthy response to inference request in 2.0712318420410156s
Received healthy response to inference request in 1.9732706546783447s
Received healthy response to inference request in 2.1161904335021973s
Received healthy response to inference request in 2.3713932037353516s
Received healthy response to inference request in 2.281440019607544s
Received healthy response to inference request in 2.103469133377075s
Received healthy response to inference request in 2.112560272216797s
Received healthy response to inference request in 2.0043721199035645s
Received healthy response to inference request in 2.056488275527954s
Received healthy response to inference request in 2.2326595783233643s
Received healthy response to inference request in 2.540588140487671s
Received healthy response to inference request in 2.7217681407928467s
Received healthy response to inference request in 2.134606122970581s
Received healthy response to inference request in 1.966857671737671s
2026-04-02T17:21:06.028543+00:00 monitor updated for chaiml-gspo-glm47-cas72_44480_v3
Received healthy response to inference request in 1.9965007305145264s
Received healthy response to inference request in 2.386960744857788s
Received healthy response to inference request in 2.050607442855835s
Received healthy response to inference request in 2.0833189487457275s
Received healthy response to inference request in 2.6289143562316895s
Received healthy response to inference request in 8.46807050704956s
Received healthy response to inference request in 2.3192129135131836s
Received healthy response to inference request in 2.0781331062316895s
Received healthy response to inference request in 2.004908800125122s
Received healthy response to inference request in 2.22153377532959s
30 requests
0 failed requests
5th percentile: 1.9837241888046264
10th percentile: 2.0035849809646606
20th percentile: 2.0547202587127686
30th percentile: 2.076062726974487
40th percentile: 2.108923816680908
50th percentile: 2.1780699491500854
60th percentile: 2.282223844528198
70th percentile: 2.3760634660720825
80th percentile: 2.647485113143921
90th percentile: 8.767992424964905
95th percentile: 9.077890956401824
99th percentile: 9.68137451171875
mean time: 3.333004434903463
Pipeline stage StressChecker completed in 109.38s
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 1.60s
Shutdown handler de-registered
chaiml-gspo-glm47-cas72_44480_v3 status is now deployed due to DeploymentManager action
chaiml-gspo-glm47-cas72_44480_v3 status is now inactive due to auto deactivation removed underperforming models