developer_uid: rirv938
submission_id: chaiml-glm-air-4-5-sft-_30677_v1
model_name: chaiml-glm-air-4-5-sft-_30677_v1
model_group: ChaiML/glm_air_4_5_sft_l
status: torndown
timestamp: 2026-02-24T23:01:49+00:00
num_battles: 10408
num_wins: 5473
celo_rating: 1315.21
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/glm_air_4_5_sft_lower_lr_e1
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 9073971200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: chaiml-glm-air-4-5-sft-_30677_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/glm_air_4_5_sft_lower_lr_e1
model_size: 9B
ranking_group: single
us_pacific_date: 2026-02-21
win_ratio: 0.5258455034588778
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['<|im_end|>', '<|im_start|>', '</s>', '###', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': '[gMASK]<sop><|system|>\nRespond as a high quality storyteller.<|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': False}
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-glm-air-4-5-sft-30677-v1-uploader
Waiting for job on chaiml-glm-air-4-5-sft-30677-v1-uploader to finish
chaiml-glm-air-4-5-sft-30677-v1-uploader: Using quantization_mode: none
chaiml-glm-air-4-5-sft-30677-v1-uploader: Downloading snapshot of ChaiML/glm_air_4_5_sft_lower_lr_e1...
chaiml-glm-air-4-5-sft-30677-v1-uploader: Downloaded in 78.314s
chaiml-glm-air-4-5-sft-30677-v1-uploader: Processed model ChaiML/glm_air_4_5_sft_lower_lr_e1 in 156.447s
chaiml-glm-air-4-5-sft-30677-v1-uploader: creating bucket guanaco-vllm-models
chaiml-glm-air-4-5-sft-30677-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-air-4-5-sft-30677-v1-uploader: RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-glm-air-4-5-sft-30677-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-glm-air-4-5-sft-30677-v1-uploader: RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-glm-air-4-5-sft-30677-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-air-4-5-sft-30677-v1-uploader: invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-glm-air-4-5-sft-30677-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-air-4-5-sft-30677-v1-uploader: invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-glm-air-4-5-sft-30677-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-air-4-5-sft-30677-v1-uploader: if re.search("-\.", bucket, re.UNICODE):
chaiml-glm-air-4-5-sft-30677-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-air-4-5-sft-30677-v1-uploader: if re.search("\.\.", bucket, re.UNICODE):
chaiml-glm-air-4-5-sft-30677-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-glm-air-4-5-sft-30677-v1-uploader: _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-glm-air-4-5-sft-30677-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-glm-air-4-5-sft-30677-v1-uploader: wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-glm-air-4-5-sft-30677-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-glm-air-4-5-sft-30677-v1-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/args.json s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/args.json
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/special_tokens_map.json
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/tokenizer_config.json
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/README.md
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/config.json
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/.gitattributes
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/chat_template.jinja
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model.safetensors.index.json
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/tokenizer.json
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00043-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00043-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00036-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00036-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00014-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00014-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00028-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00028-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00010-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00010-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00003-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00003-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00024-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00024-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00006-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00006-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00015-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00015-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00017-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00017-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00011-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00011-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00037-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00037-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00025-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00025-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00030-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00030-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00042-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00042-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00001-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00001-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00005-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00005-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00021-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00021-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00008-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00008-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00027-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00027-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00016-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00016-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00013-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00013-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00019-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00019-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00004-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00004-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00020-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00020-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00034-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00034-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00029-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00029-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00035-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00035-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00038-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00038-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00023-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00023-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00026-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00026-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00007-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00007-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00009-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00009-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00033-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00033-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00022-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00022-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00018-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00018-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00041-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00041-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00002-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00002-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00012-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00012-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00039-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00039-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00032-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00032-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00040-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00040-of-00043.safetensors
chaiml-glm-air-4-5-sft-30677-v1-uploader: cp /dev/shm/model_output/model-00031-of-00043.safetensors s3://guanaco-vllm-models/chaiml-glm-air-4-5-sft-30677-v1/default/model-00031-of-00043.safetensors
Job chaiml-glm-air-4-5-sft-30677-v1-uploader completed after 227.54s with status: succeeded
Stopping job with name chaiml-glm-air-4-5-sft-30677-v1-uploader
Pipeline stage VLLMUploader completed in 228.59s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.25s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-glm-air-4-5-sft-30677-v1
Waiting for inference service chaiml-glm-air-4-5-sft-30677-v1 to be ready
Inference service chaiml-glm-air-4-5-sft-30677-v1 ready after 476.39817547798157s
Pipeline stage VLLMDeployer completed in 477.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8195228576660156s
Received healthy response to inference request in 2.235257863998413s
Received healthy response to inference request in 2.923369884490967s
Received healthy response to inference request in 2.12516713142395s
Received healthy response to inference request in 2.1160571575164795s
Received healthy response to inference request in 2.130990505218506s
Received healthy response to inference request in 2.1590139865875244s
Received healthy response to inference request in 2.2469966411590576s
Received healthy response to inference request in 2.2402358055114746s
Received healthy response to inference request in 2.1638736724853516s
Received healthy response to inference request in 2.4777090549468994s
Received healthy response to inference request in 2.183408498764038s
Received healthy response to inference request in 2.31327748298645s
Received healthy response to inference request in 2.328458309173584s
Received healthy response to inference request in 2.1451416015625s
Received healthy response to inference request in 2.1354641914367676s
Received healthy response to inference request in 2.18204402923584s
Received healthy response to inference request in 2.1637024879455566s
Received healthy response to inference request in 2.291536569595337s
Received healthy response to inference request in 2.623080253601074s
Received healthy response to inference request in 2.22527813911438s
Received healthy response to inference request in 2.124948024749756s
Received healthy response to inference request in 2.1743998527526855s
Received healthy response to inference request in 2.1520884037017822s
Received healthy response to inference request in 2.0353541374206543s
Received healthy response to inference request in 2.1396937370300293s
Received healthy response to inference request in 2.166821241378784s
Received healthy response to inference request in 2.10872220993042s
Received healthy response to inference request in 2.0545358657836914s
Received healthy response to inference request in 2.345247745513916s
30 requests
0 failed requests
5th percentile: 2.0789197206497194
10th percentile: 2.1153236627578735
20th percentile: 2.1298258304595947
30th percentile: 2.143507242202759
40th percentile: 2.1618270874023438
50th percentile: 2.170610547065735
60th percentile: 2.2001563549041747
70th percentile: 2.2422640562057494
80th percentile: 2.316313648223877
90th percentile: 2.4922461748123172
95th percentile: 2.7311236858367915
99th percentile: 2.8932542467117313
mean time: 2.251046578089396
Pipeline stage StressChecker completed in 73.78s
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 1.13s
Shutdown handler de-registered
chaiml-glm-air-4-5-sft-_30677_v1 status is now deployed due to DeploymentManager action
chaiml-glm-air-4-5-sft-_30677_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-glm-air-4-5-sft-_30677_v1 status is now torndown due to DeploymentManager action