developer_uid: rirv938
submission_id: chaiml-glm-47-bobo-v1-s_81799_v2
model_name: chaiml-glm-47-bobo-v1-s_81799_v2
model_group: ChaiML/glm_47_bobo_v1-st
status: torndown
timestamp: 2026-04-02T15:31:33+00:00
num_battles: 10381
num_wins: 6180
celo_rating: 1361.56
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/glm_47_bobo_v1-step2498-merged
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 24110003200.0
best_of: 8
max_input_tokens: 1600
max_output_tokens: 80
reward_model: default
display_name: chaiml-glm-47-bobo-v1-s_81799_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/glm_47_bobo_v1-step2498-merged
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-20
win_ratio: 0.5953183700992197
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': ['</s>', '###', '<|im_end|>', '<|im_start|>', 'You:'], 'max_input_tokens': 1600, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': '[gMASK]<sop><|system|>Respond as a high quality storyteller.<|user|>', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '<|assistant|></think>{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-47-bobo-v1-s-81799-v2-uploader
Waiting for job on chaiml-glm-47-bobo-v1-s-81799-v2-uploader to finish
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: Using quantization_mode: fp8
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: Checking if ChaiML/glm_47_bobo_v1-step2498-merged-FP8 already exists in ChaiML
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: Downloading snapshot of ChaiML/glm_47_bobo_v1-step2498-merged-FP8...
2026-03-21T00:50:05.425748+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
2026-03-21T00:51:05.506484+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
2026-03-21T00:52:05.670283+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: Downloaded in 157.098s
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: Processed model ChaiML/glm_47_bobo_v1-step2498-merged in 160.613s
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: creating bucket guanaco-vllm-models
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-81799-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-glm-47-bobo-v1-s-81799-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-81799-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-81799-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-81799-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-81799-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-glm-47-bobo-v1-s-81799-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-glm-47-bobo-v1-s-81799-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-81799-v2/default
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-81799-v2/default/chat_template.jinja
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-81799-v2/default/config.json
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-81799-v2/default/special_tokens_map.json
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-81799-v2/default/recipe.yaml
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-81799-v2/default/tokenizer_config.json
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-81799-v2/default/model.safetensors.index.json
chaiml-glm-47-bobo-v1-s-81799-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-81799-v2/default/tokenizer.json
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2026-03-21T00:53:05.752390+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
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Job chaiml-glm-47-bobo-v1-s-81799-v2-uploader completed after 297.81s with status: succeeded
Stopping job with name chaiml-glm-47-bobo-v1-s-81799-v2-uploader
Pipeline stage VLLMUploader completed in 298.29s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.37s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-glm-47-bobo-v1-s-81799-v2
Waiting for inference service chaiml-glm-47-bobo-v1-s-81799-v2 to be ready
2026-03-21T00:54:05.846071+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
2026-03-21T00:55:05.949747+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
2026-03-21T00:56:06.063778+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
2026-03-21T00:57:06.186645+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
2026-03-21T00:58:06.280700+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
2026-03-21T00:59:06.379718+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
Inference service chaiml-glm-47-bobo-v1-s-81799-v2 ready after 340.7464907169342s
Pipeline stage VLLMDeployer completed in 341.24s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.458040475845337s
Received healthy response to inference request in 1.9944491386413574s
Received healthy response to inference request in 2.2109787464141846s
Received healthy response to inference request in 2.1665587425231934s
Received healthy response to inference request in 2.0749127864837646s
Received healthy response to inference request in 2.166963815689087s
2026-03-21T01:00:06.481552+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
Received healthy response to inference request in 9.096697092056274s
Received healthy response to inference request in 2.438591718673706s
Received healthy response to inference request in 10.30072569847107s
Received healthy response to inference request in 2.1647884845733643s
Received healthy response to inference request in 2.131181001663208s
Received healthy response to inference request in 2.1270570755004883s
Received healthy response to inference request in 2.104076862335205s
Received healthy response to inference request in 2.252256393432617s
Received healthy response to inference request in 2.061797618865967s
Received healthy response to inference request in 2.145294427871704s
Received healthy response to inference request in 2.172502279281616s
Received healthy response to inference request in 3.1524460315704346s
Received healthy response to inference request in 2.3332064151763916s
Received healthy response to inference request in 2.1481873989105225s
Received healthy response to inference request in 1.9922280311584473s
Received healthy response to inference request in 2.1007516384124756s
2026-03-21T01:01:06.581725+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_81799_v2
Received healthy response to inference request in 2.078258991241455s
Received healthy response to inference request in 2.091156005859375s
Received healthy response to inference request in 2.1850132942199707s
Received healthy response to inference request in 2.1459972858428955s
Received healthy response to inference request in 9.82081151008606s
Received healthy response to inference request in 2.101567268371582s
Received healthy response to inference request in 2.5314509868621826s
Received healthy response to inference request in 2.298654079437256s
30 requests
0 failed requests
5th percentile: 2.0247559547424316
10th percentile: 2.0736012697219848
20th percentile: 2.0988325119018554
30th percentile: 2.120163011550903
40th percentile: 2.145716142654419
50th percentile: 2.165673613548279
60th percentile: 2.177506685256958
70th percentile: 2.2661756992340085
80th percentile: 2.457163572311402
90th percentile: 9.13283143043518
95th percentile: 9.657564544677733
99th percentile: 10.161550583839418
mean time: 3.2015533765157063
Pipeline stage StressChecker completed in 107.44s
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 0.67s
Shutdown handler de-registered
chaiml-glm-47-bobo-v1-s_81799_v2 status is now deployed due to DeploymentManager action
chaiml-glm-47-bobo-v1-s_81799_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-glm-47-bobo-v1-s_81799_v2 status is now inactive due to Froze recruitment for AB test 0321_curry
chaiml-glm-47-bobo-v1-s_81799_v2 status is now torndown due to DeploymentManager action