developer_uid: rirv938
submission_id: chaiml-glm-47-bobo-v1-s_82261_v2
model_name: chaiml-glm-47-bobo-v1-s_82261_v2
model_group: ChaiML/glm_47_bobo_v1-st
status: torndown
timestamp: 2026-03-23T20:51:41+00:00
num_battles: 10226
num_wins: 5634
celo_rating: 1325.18
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/glm_47_bobo_v1-step1249-merged-FP8
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-glm-47-bobo-v1-s_82261_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/glm_47_bobo_v1-step1249-merged-FP8
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-20
win_ratio: 0.5509485624877762
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_start|>', '###', '<|im_end|>', 'You:', '</s>'], 'max_input_tokens': 2048, '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-82261-v2-uploader
Waiting for job on chaiml-glm-47-bobo-v1-s-82261-v2-uploader to finish
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: Using quantization_mode: fp8
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: Repo ChaiML/glm_47_bobo_v1-step1249-merged-FP8 already ends in FP8. Skipping...
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: Checking if ChaiML/glm_47_bobo_v1-step1249-merged-FP8 already exists in ChaiML
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: Downloading snapshot of ChaiML/glm_47_bobo_v1-step1249-merged-FP8...
2026-03-20T17:07:58.659073+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
2026-03-20T17:08:58.751085+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
2026-03-20T17:09:58.844809+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: Downloaded in 173.872s
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: Processed model ChaiML/glm_47_bobo_v1-step1249-merged-FP8 in 177.410s
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: creating bucket guanaco-vllm-models
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-82261-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-glm-47-bobo-v1-s-82261-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-82261-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-82261-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-82261-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-82261-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-glm-47-bobo-v1-s-82261-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-glm-47-bobo-v1-s-82261-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/generation_config.json
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/config.json
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/.gitattributes
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/special_tokens_map.json
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/chat_template.jinja
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/model.safetensors.index.json
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/tokenizer.json
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/tokenizer_config.json
chaiml-glm-47-bobo-v1-s-82261-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-82261-v2/default/recipe.yaml
2026-03-20T17:10:58.940545+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
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2026-03-20T17:11:59.038419+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
Job chaiml-glm-47-bobo-v1-s-82261-v2-uploader completed after 319.18s with status: succeeded
Stopping job with name chaiml-glm-47-bobo-v1-s-82261-v2-uploader
Pipeline stage VLLMUploader completed in 319.74s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 1.11s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-glm-47-bobo-v1-s-82261-v2
Waiting for inference service chaiml-glm-47-bobo-v1-s-82261-v2 to be ready
2026-03-20T17:12:59.151052+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
2026-03-20T17:13:59.268569+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
2026-03-20T17:14:59.376139+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
2026-03-20T17:15:59.486192+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
2026-03-20T17:16:59.609923+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
2026-03-20T17:17:59.721059+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
Inference service chaiml-glm-47-bobo-v1-s-82261-v2 ready after 350.5617325305939s
Pipeline stage VLLMDeployer completed in 351.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 10.177462339401245s
Received healthy response to inference request in 2.471158027648926s
Received healthy response to inference request in 9.154844522476196s
Received healthy response to inference request in 2.3740415573120117s
Received healthy response to inference request in 2.0616374015808105s
Received healthy response to inference request in 2.248304843902588s
Received healthy response to inference request in 2.1084039211273193s
Received healthy response to inference request in 3.337453603744507s
Received healthy response to inference request in 2.101609230041504s
Received healthy response to inference request in 2.1167402267456055s
Received healthy response to inference request in 2.1242051124572754s
Received healthy response to inference request in 2.4994516372680664s
Received healthy response to inference request in 2.073869228363037s
Received healthy response to inference request in 2.100670576095581s
2026-03-20T17:18:59.837247+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_82261_v2
Received healthy response to inference request in 2.7550506591796875s
Received healthy response to inference request in 2.068721055984497s
Received healthy response to inference request in 2.091946840286255s
Received healthy response to inference request in 2.2186148166656494s
Received healthy response to inference request in 2.030822515487671s
Received healthy response to inference request in 2.1056127548217773s
Received healthy response to inference request in 2.359768867492676s
Received healthy response to inference request in 2.9827542304992676s
Received healthy response to inference request in 2.167630672454834s
Received healthy response to inference request in 2.3136847019195557s
Received healthy response to inference request in 2.1170146465301514s
Received healthy response to inference request in 2.1015987396240234s
Received healthy response to inference request in 2.232720136642456s
Received healthy response to inference request in 2.1144275665283203s
Received healthy response to inference request in 2.22977614402771s
Received healthy response to inference request in 2.2641258239746094s
30 requests
0 failed requests
5th percentile: 2.0648250460624693
10th percentile: 2.073354411125183
20th percentile: 2.101413106918335
30th percentile: 2.107566571235657
40th percentile: 2.116904878616333
50th percentile: 2.1931227445602417
60th percentile: 2.238954019546509
70th percentile: 2.3275099515914914
80th percentile: 2.476816749572754
90th percentile: 3.018224167823792
95th percentile: 6.537018609046919
99th percentile: 9.880903172492982
mean time: 2.770137413342794
Pipeline stage StressChecker completed in 86.31s
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 0.84s
Shutdown handler de-registered
chaiml-glm-47-bobo-v1-s_82261_v2 status is now deployed due to DeploymentManager action
chaiml-glm-47-bobo-v1-s_82261_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-glm-47-bobo-v1-s_82261_v2 status is now torndown due to DeploymentManager action