developer_uid: richhx
submission_id: chaiml-gspo-glm46-combi_11090_v6
model_name: chaiml-gspo-glm46-combi_11090_v6
model_group: ChaiML/gspo-glm46-combin
status: inactive
timestamp: 2026-03-19T07:36:41+00:00
num_battles: 10334
num_wins: 5672
celo_rating: 1325.56
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm46-combine-rm55-step200
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-glm46-combi_11090_v6
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm46-combine-rm55-step200
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-19
win_ratio: 0.5488678149796787
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|>\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-glm46-combi-11090-v6-uploader
Waiting for job on chaiml-gspo-glm46-combi-11090-v6-uploader to finish
chaiml-gspo-glm46-combi-11090-v6-uploader: Using quantization_mode: fp8
chaiml-gspo-glm46-combi-11090-v6-uploader: Checking if ChaiML/gspo-glm46-combine-rm55-step200-FP8 already exists in ChaiML
chaiml-gspo-glm46-combi-11090-v6-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm46-combi-11090-v6-uploader: Downloading snapshot of ChaiML/gspo-glm46-combine-rm55-step200-FP8...
2026-03-19T03:11:09.919883+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
2026-03-19T03:12:10.009086+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
2026-03-19T03:13:10.098932+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
chaiml-gspo-glm46-combi-11090-v6-uploader: Downloaded in 153.641s
chaiml-gspo-glm46-combi-11090-v6-uploader: Processed model ChaiML/gspo-glm46-combine-rm55-step200 in 157.057s
chaiml-gspo-glm46-combi-11090-v6-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm46-combi-11090-v6-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v6-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm46-combi-11090-v6-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm46-combi-11090-v6-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm46-combi-11090-v6-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v6-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v6-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v6-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v6-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v6-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v6-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v6-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v6-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm46-combi-11090-v6-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm46-combi-11090-v6-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm46-combi-11090-v6-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm46-combi-11090-v6-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm46-combi-11090-v6-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/generation_config.json
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/config.json
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/special_tokens_map.json
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/recipe.yaml
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/tokenizer_config.json
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/model.safetensors.index.json
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/.gitattributes
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/tokenizer.json
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/chat_template.jinja
chaiml-gspo-glm46-combi-11090-v6-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v6/default/model-00072-of-00072.safetensors
2026-03-19T03:14:10.187826+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
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2026-03-19T03:15:10.291659+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
Job chaiml-gspo-glm46-combi-11090-v6-uploader completed after 307.74s with status: succeeded
Stopping job with name chaiml-gspo-glm46-combi-11090-v6-uploader
Pipeline stage VLLMUploader completed in 308.20s
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-glm46-combi-11090-v6
Waiting for inference service chaiml-gspo-glm46-combi-11090-v6 to be ready
2026-03-19T03:16:10.388051+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
2026-03-19T03:17:10.482349+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
2026-03-19T03:18:10.578381+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
2026-03-19T03:19:10.680315+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
2026-03-19T03:20:10.775519+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
2026-03-19T03:21:10.873759+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
Inference service chaiml-gspo-glm46-combi-11090-v6 ready after 380.6081073284149s
Pipeline stage VLLMDeployer completed in 381.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.213191509246826s
Received healthy response to inference request in 1.9934074878692627s
Received healthy response to inference request in 9.270934343338013s
Received healthy response to inference request in 2.1300339698791504s
Received healthy response to inference request in 1.9887745380401611s
Received healthy response to inference request in 2.0280373096466064s
Received healthy response to inference request in 2.047595739364624s
2026-03-19T03:22:10.969830+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v6
Received healthy response to inference request in 2.1566457748413086s
Received healthy response to inference request in 2.1043953895568848s
Received healthy response to inference request in 1.9968233108520508s
Received healthy response to inference request in 2.10257625579834s
Received healthy response to inference request in 2.12886643409729s
Received healthy response to inference request in 1.9925439357757568s
Received healthy response to inference request in 2.0687758922576904s
Received healthy response to inference request in 1.97833251953125s
Received healthy response to inference request in 1.9852344989776611s
Received healthy response to inference request in 1.998647928237915s
Received healthy response to inference request in 2.091186046600342s
Received healthy response to inference request in 2.014127731323242s
Received healthy response to inference request in 1.9840312004089355s
Received healthy response to inference request in 1.9809179306030273s
Received healthy response to inference request in 2.019456624984741s
Received healthy response to inference request in 1.9644639492034912s
Received healthy response to inference request in 1.9908547401428223s
Received healthy response to inference request in 2.1917266845703125s
Received healthy response to inference request in 2.0694196224212646s
Received healthy response to inference request in 2.0588839054107666s
Received healthy response to inference request in 1.9931118488311768s
Received healthy response to inference request in 2.061152935028076s
Received healthy response to inference request in 2.1269326210021973s
30 requests
0 failed requests
5th percentile: 1.9794959545135498
10th percentile: 1.9837198734283448
20th percentile: 1.99043869972229
30th percentile: 1.993318796157837
40th percentile: 2.007935810089111
50th percentile: 2.0378165245056152
60th percentile: 2.0642021179199217
70th percentile: 2.094603109359741
80th percentile: 2.1273193836212156
90th percentile: 2.160153865814209
95th percentile: 6.053532338142375
99th percentile: 9.254188921451568
mean time: 2.5243694225947064
Pipeline stage StressChecker completed in 78.49s
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-glm46-combi_11090_v6 status is now deployed due to DeploymentManager action
chaiml-gspo-glm46-combi_11090_v6 status is now inactive due to auto deactivation removed underperforming models