chaiml-gspo-glm46-combi_49459

developer_uid: chai_backend_admin
submission_id: chaiml-gspo-glm46-combi_49459_v2
model_name: chaiml-gspo-glm46-combi_49459_v2
model_group: ChaiML/gspo-glm46-combin
status: inactive
timestamp: 2026-03-12T07:38:37+00:00
num_battles: 10956
num_wins: 5837
celo_rating: 1316.96
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm46-combine-rm55-step150
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 24110003200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: chaiml-gspo-glm46-combi_49459_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm46-combine-rm55-step150
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-12
win_ratio: 0.532767433369843
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': ['####', '<|im_end|>', '</s>', '<|assistant|>', '<|user|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>\n{bot_name}'s persona: {memory}.<|user|>\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', '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-49459-v2-uploader
Waiting for job on chaiml-gspo-glm46-combi-49459-v2-uploader to finish
chaiml-gspo-glm46-combi-49459-v2-uploader: Using quantization_mode: fp8
chaiml-gspo-glm46-combi-49459-v2-uploader: Checking if ChaiML/gspo-glm46-combine-rm55-step150-FP8 already exists in ChaiML
chaiml-gspo-glm46-combi-49459-v2-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm46-combi-49459-v2-uploader: Downloading snapshot of ChaiML/gspo-glm46-combine-rm55-step150-FP8...
2026-03-12T04:48:15.654982+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
2026-03-12T04:49:15.739188+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
2026-03-12T04:50:15.829036+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
chaiml-gspo-glm46-combi-49459-v2-uploader: Downloaded in 129.883s
chaiml-gspo-glm46-combi-49459-v2-uploader: Processed model ChaiML/gspo-glm46-combine-rm55-step150 in 133.621s
chaiml-gspo-glm46-combi-49459-v2-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm46-combi-49459-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-49459-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm46-combi-49459-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm46-combi-49459-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm46-combi-49459-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-49459-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-49459-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-49459-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-49459-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-49459-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-49459-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-49459-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-49459-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm46-combi-49459-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm46-combi-49459-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm46-combi-49459-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm46-combi-49459-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm46-combi-49459-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/.gitattributes
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/chat_template.jinja
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/special_tokens_map.json
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/generation_config.json
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/recipe.yaml
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/config.json
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/tokenizer_config.json
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/model.safetensors.index.json
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/tokenizer.json
chaiml-gspo-glm46-combi-49459-v2-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-49459-v2/default/model-00072-of-00072.safetensors
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2026-03-12T04:51:15.947703+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
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Job chaiml-gspo-glm46-combi-49459-v2-uploader completed after 272.87s with status: succeeded
Stopping job with name chaiml-gspo-glm46-combi-49459-v2-uploader
Pipeline stage VLLMUploader completed in 273.40s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.52s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm46-combi-49459-v2
Waiting for inference service chaiml-gspo-glm46-combi-49459-v2 to be ready
2026-03-12T04:52:16.042735+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
2026-03-12T04:53:16.163740+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
2026-03-12T04:54:16.302127+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
2026-03-12T04:55:16.438450+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
2026-03-12T04:56:16.548907+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
2026-03-12T04:57:16.661325+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
Inference service chaiml-gspo-glm46-combi-49459-v2 ready after 340.9676399230957s
Pipeline stage VLLMDeployer completed in 341.44s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.451148986816406s
Received healthy response to inference request in 9.096581935882568s
Received healthy response to inference request in 8.982802152633667s
Received healthy response to inference request in 2.152218818664551s
Received healthy response to inference request in 2.095609664916992s
Received healthy response to inference request in 2.0161964893341064s
Received healthy response to inference request in 2.204349994659424s
Received healthy response to inference request in 2.06612491607666s
Received healthy response to inference request in 2.00862717628479s
2026-03-12T04:58:16.826691+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v2
Received healthy response to inference request in 9.026864528656006s
Received healthy response to inference request in 2.0087578296661377s
Received healthy response to inference request in 2.0641276836395264s
Received healthy response to inference request in 1.955134391784668s
Received healthy response to inference request in 1.9995055198669434s
Received healthy response to inference request in 1.936640977859497s
Received healthy response to inference request in 1.999241828918457s
Received healthy response to inference request in 1.989246129989624s
Received healthy response to inference request in 2.01389217376709s
Received healthy response to inference request in 1.997978687286377s
Received healthy response to inference request in 9.101811408996582s
Received healthy response to inference request in 1.9996528625488281s
Received healthy response to inference request in 2.282773494720459s
Received healthy response to inference request in 2.0212011337280273s
Received healthy response to inference request in 2.003139019012451s
Received healthy response to inference request in 2.0858209133148193s
Received healthy response to inference request in 2.127333402633667s
Received healthy response to inference request in 3.1258387565612793s
Received healthy response to inference request in 2.0120975971221924s
Received healthy response to inference request in 2.1044933795928955s
Received healthy response to inference request in 2.000178337097168s
30 requests
0 failed requests
5th percentile: 1.9704846739768982
10th percentile: 1.9971054315567016
20th percentile: 1.9996233940124513
30th percentile: 2.0069807291030886
40th percentile: 2.0131743431091307
50th percentile: 2.042664408683777
60th percentile: 2.0897364139556887
70th percentile: 2.134799027442932
80th percentile: 2.4513865470886254
90th percentile: 9.033836269378662
95th percentile: 9.099458146095277
99th percentile: 9.349841089248658
mean time: 3.264313006401062
Pipeline stage StressChecker completed in 101.25s
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 0.77s
Shutdown handler de-registered
chaiml-gspo-glm46-combi_49459_v2 status is now deployed due to DeploymentManager action
chaiml-gspo-glm46-combi_49459_v2 status is now inactive due to auto deactivation removed underperforming models