chaiml-gspo-glm47-combin_1575

developer_uid: chai_backend_admin
submission_id: chaiml-gspo-glm47-combin_1575_v2
model_name: chaiml-gspo-glm47-combin_1575_v2
model_group: ChaiML/gspo-glm47-combin
status: deployed
timestamp: 2026-03-21T18:10:04+00:00
num_battles: 2489
num_wins: 1445
celo_rating: 1346.9
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm47-combine-rm82-zy-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-combin_1575_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm47-combine-rm82-zy-data-step400
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-21
win_ratio: 0.5805544395339494
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-combin-1575-v2-uploader
Waiting for job on chaiml-gspo-glm47-combin-1575-v2-uploader to finish
chaiml-gspo-glm47-combin-1575-v2-uploader: Using quantization_mode: fp8
chaiml-gspo-glm47-combin-1575-v2-uploader: Checking if ChaiML/gspo-glm47-combine-rm82-zy-data-step400-FP8 already exists in ChaiML
chaiml-gspo-glm47-combin-1575-v2-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm47-combin-1575-v2-uploader: Downloading snapshot of ChaiML/gspo-glm47-combine-rm82-zy-data-step400-FP8...
2026-03-21T17:56:10.264430+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T17:57:10.391818+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T17:58:10.482879+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
chaiml-gspo-glm47-combin-1575-v2-uploader: Downloaded in 134.529s
chaiml-gspo-glm47-combin-1575-v2-uploader: Processed model ChaiML/gspo-glm47-combine-rm82-zy-data-step400 in 138.045s
chaiml-gspo-glm47-combin-1575-v2-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm47-combin-1575-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combin-1575-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm47-combin-1575-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm47-combin-1575-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm47-combin-1575-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combin-1575-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm47-combin-1575-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combin-1575-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm47-combin-1575-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combin-1575-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm47-combin-1575-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-combin-1575-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm47-combin-1575-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm47-combin-1575-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm47-combin-1575-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm47-combin-1575-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm47-combin-1575-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm47-combin-1575-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/.gitattributes
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/config.json
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/generation_config.json
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/chat_template.jinja
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/special_tokens_map.json
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/recipe.yaml
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/tokenizer_config.json
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/model.safetensors.index.json
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/tokenizer.json
chaiml-gspo-glm47-combin-1575-v2-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-combin-1575-v2/default/model-00072-of-00072.safetensors
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2026-03-21T17:59:10.573809+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
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Job chaiml-gspo-glm47-combin-1575-v2-uploader completed after 277.93s with status: succeeded
Stopping job with name chaiml-gspo-glm47-combin-1575-v2-uploader
Pipeline stage VLLMUploader completed in 278.43s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.94s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm47-combin-1575-v2
Waiting for inference service chaiml-gspo-glm47-combin-1575-v2 to be ready
2026-03-21T18:00:10.666384+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T18:01:10.765391+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T18:02:10.861977+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T18:03:10.956764+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T18:04:11.052366+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T18:05:11.148376+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T18:06:11.243681+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T18:07:11.338501+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
2026-03-21T18:08:11.448217+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
Inference service chaiml-gspo-glm47-combin-1575-v2 ready after 541.485869884491s
Pipeline stage VLLMDeployer completed in 542.24s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 10.232861042022705s
Received healthy response to inference request in 1.9887895584106445s
Received healthy response to inference request in 2.009272336959839s
Received healthy response to inference request in 1.946913242340088s
Received healthy response to inference request in 2.070591926574707s
2026-03-21T18:09:11.543665+00:00 monitor updated for chaiml-gspo-glm47-combin_1575_v2
Received healthy response to inference request in 1.9777171611785889s
Received healthy response to inference request in 1.9673960208892822s
Received healthy response to inference request in 1.9665274620056152s
Received healthy response to inference request in 2.044290781021118s
Received healthy response to inference request in 1.9718208312988281s
Received healthy response to inference request in 1.9796843528747559s
Received healthy response to inference request in 1.986257791519165s
Received healthy response to inference request in 2.031982421875s
Received healthy response to inference request in 1.9950511455535889s
Received healthy response to inference request in 2.1425044536590576s
Received healthy response to inference request in 1.984433889389038s
Received healthy response to inference request in 2.0357871055603027s
Received healthy response to inference request in 1.9766724109649658s
Received healthy response to inference request in 1.9583790302276611s
Received healthy response to inference request in 2.0003936290740967s
Received healthy response to inference request in 1.993086814880371s
Received healthy response to inference request in 1.983445167541504s
Received healthy response to inference request in 1.9752581119537354s
Received healthy response to inference request in 2.0048611164093018s
Received healthy response to inference request in 2.098701238632202s
Received healthy response to inference request in 2.1215574741363525s
Received healthy response to inference request in 1.9821722507476807s
Received healthy response to inference request in 1.9535417556762695s
Received healthy response to inference request in 2.0197577476501465s
Received healthy response to inference request in 2.003431558609009s
30 requests
0 failed requests
5th percentile: 1.9557185292243957
10th percentile: 1.9657126188278198
20th percentile: 1.9745706558227538
30th percentile: 1.9790941953659058
40th percentile: 1.9840384006500245
50th percentile: 1.9909381866455078
60th percentile: 2.0016088008880617
70th percentile: 2.012417960166931
80th percentile: 2.037487840652466
90th percentile: 2.100986862182617
95th percentile: 2.1330783128738404
99th percentile: 7.886657631397254
mean time: 2.280104660987854
Pipeline stage StressChecker completed in 71.24s
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 0.68s
Shutdown handler de-registered
chaiml-gspo-glm47-combin_1575_v2 status is now deployed due to DeploymentManager action