chaiml-glm-47-bobo-v1-s_46691

developer_uid: richhx
submission_id: chaiml-glm-47-bobo-v1-s_46691_v1
model_name: chaiml-glm-47-bobo-v1-s_46691_v1
model_group: ChaiML/glm_47_bobo_v1-st
status: deployed
timestamp: 2026-03-27T21:43:48+00:00
num_battles: 9086
num_wins: 5190
celo_rating: 1345.25
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/glm_47_bobo_v1-step2498-merged-W4A16
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_46691_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/glm_47_bobo_v1-step2498-merged-W4A16
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-27
win_ratio: 0.5712084525643848
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>', '###', 'You:', '<|im_start|>', '<|im_end|>'], '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
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Running pipeline stage VLLMUploader
Starting job with name chaiml-glm-47-bobo-v1-s-46691-v1-uploader
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run pipeline %s
run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-glm-47-bobo-v1-s-16089-v2-uploader
Waiting for job on chaiml-glm-47-bobo-v1-s-16089-v2-uploader to finish
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: {repo_id} is already quantized
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: Using quantization_mode: none
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: Downloading snapshot of ChaiML/glm_47_bobo_v1-step2498-merged-W4A16...
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: {repo_id} is already quantized
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: Using quantization_mode: none
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: Downloading snapshot of ChaiML/glm_47_bobo_v1-step2498-merged-FP8...
2026-03-27T21:33:05.287684+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:33:07.247936+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
2026-03-27T21:34:05.601773+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:34:07.567858+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: Downloaded in 79.903s
2026-03-27T21:35:05.925224+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: Downloaded in 137.115s
2026-03-27T21:35:07.879429+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
2026-03-27T21:36:06.254135+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:36:08.190995+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: Processed model ChaiML/glm_47_bobo_v1-step2498-merged-W4A16 in 206.636s
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: creating bucket guanaco-vllm-models
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-46691-v1-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-glm-47-bobo-v1-s-46691-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-46691-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-46691-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-46691-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-46691-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-glm-47-bobo-v1-s-46691-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-glm-47-bobo-v1-s-46691-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/.gitattributes
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/README.md
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/generation_config.json
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/chat_template.jinja
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/config.json
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/quantization_config.json
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/special_tokens_map.json
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/tokenizer_config.json
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/model.safetensors.index.json
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/tokenizer.json
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/model-00038-of-00038.safetensors s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/model-00038-of-00038.safetensors
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chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/model-00030-of-00038.safetensors s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/model-00030-of-00038.safetensors
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/model-00009-of-00038.safetensors s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/model-00009-of-00038.safetensors
chaiml-glm-47-bobo-v1-s-46691-v1-uploader: cp /dev/shm/model_output/model-00022-of-00038.safetensors s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-46691-v1/default/model-00022-of-00038.safetensors
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2026-03-27T21:37:06.572553+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:37:08.543089+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: Processed model ChaiML/glm_47_bobo_v1-step2498-merged-FP8 in 260.115s
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: creating bucket guanaco-vllm-models
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-16089-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-glm-47-bobo-v1-s-16089-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
Job chaiml-glm-47-bobo-v1-s-46691-v1-uploader completed after 306.5s with status: succeeded
chaiml-glm-47-bobo-v1-s-16089-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
Stopping job with name chaiml-glm-47-bobo-v1-s-46691-v1-uploader
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-glm-47-bobo-v1-s-16089-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
Pipeline stage VLLMUploader completed in 308.19s
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
run pipeline stage %s
chaiml-glm-47-bobo-v1-s-16089-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
Running pipeline stage VLLMUploaderAMD
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
chaiml-glm-47-bobo-v1-s-16089-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
Pipeline stage VLLMUploaderAMD completed in 0.49s
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
run pipeline stage %s
chaiml-glm-47-bobo-v1-s-16089-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
Running pipeline stage VLLMTemplater
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-glm-47-bobo-v1-s-16089-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/.gitattributes
Pipeline stage VLLMTemplater completed in 1.20s
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/generation_config.json
run pipeline stage %s
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/config.json
Running pipeline stage VLLMDeployer
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/chat_template.jinja
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/tokenizer_config.json
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/recipe.yaml
Creating inference service chaiml-glm-47-bobo-v1-s-46691-v1
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/special_tokens_map.json
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/model.safetensors.index.json
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/tokenizer.json
Waiting for inference service chaiml-glm-47-bobo-v1-s-46691-v1 to be ready
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/model-00072-of-00072.safetensors
chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/model-00071-of-00072.safetensors s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/model-00071-of-00072.safetensors
2026-03-27T21:38:07.013357+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:38:08.882032+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
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chaiml-glm-47-bobo-v1-s-16089-v2-uploader: cp /dev/shm/model_output/model-00044-of-00072.safetensors s3://guanaco-vllm-models/chaiml-glm-47-bobo-v1-s-16089-v2/default/model-00044-of-00072.safetensors
Job chaiml-glm-47-bobo-v1-s-16089-v2-uploader completed after 401.39s with status: succeeded
Stopping job with name chaiml-glm-47-bobo-v1-s-16089-v2-uploader
Pipeline stage VLLMUploader completed in 403.38s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.52s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 1.33s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-glm-47-bobo-v1-s-16089-v2
Waiting for inference service chaiml-glm-47-bobo-v1-s-16089-v2 to be ready
2026-03-27T21:39:07.370825+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:39:09.234537+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
2026-03-27T21:40:07.774431+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:40:09.591263+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
2026-03-27T21:41:08.430047+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:41:09.985183+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
Inference service chaiml-glm-47-bobo-v1-s-46691-v1 ready after 273.046368598938s
Pipeline stage VLLMDeployer completed in 275.34s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.24559497833252s
2026-03-27T21:42:08.821154+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:42:10.362214+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
Received healthy response to inference request in 9.10115361213684s
Received healthy response to inference request in 2.1578457355499268s
Received healthy response to inference request in 2.2566404342651367s
Received healthy response to inference request in 9.953962087631226s
Received healthy response to inference request in 2.408299446105957s
Received healthy response to inference request in 2.3396801948547363s
Received healthy response to inference request in 2.376650333404541s
Received healthy response to inference request in 2.229321241378784s
Received healthy response to inference request in 9.009016752243042s
Received healthy response to inference request in 2.185518980026245s
Received healthy response to inference request in 2.254038095474243s
Received healthy response to inference request in 2.3368852138519287s
Received healthy response to inference request in 2.5987911224365234s
Received healthy response to inference request in 2.3982574939727783s
Received healthy response to inference request in 2.328646659851074s
Received healthy response to inference request in 2.9948983192443848s
Received healthy response to inference request in 2.5045535564422607s
2026-03-27T21:43:09.269873+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_46691_v1
2026-03-27T21:43:10.747206+00:00 monitor updated for chaiml-glm-47-bobo-v1-s_16089_v2
Received healthy response to inference request in 2.544921398162842s
Received healthy response to inference request in 2.489863872528076s
Received healthy response to inference request in 2.245420217514038s
Received healthy response to inference request in 3.0183823108673096s
Received healthy response to inference request in 2.2660114765167236s
Received healthy response to inference request in 2.583268642425537s
Received healthy response to inference request in 2.314528703689575s
Received healthy response to inference request in 2.3640105724334717s
Received healthy response to inference request in 2.5345089435577393s
Received healthy response to inference request in 2.3929805755615234s
Received healthy response to inference request in 2.3195042610168457s
Received healthy response to inference request in 2.311781406402588s
30 requests
0 failed requests
5th percentile: 2.2052299976348877
10th percentile: 2.2438103199005126
20th percentile: 2.2641372680664062
30th percentile: 2.3180115938186647
40th percentile: 2.3385622024536135
50th percentile: 2.3848154544830322
60th percentile: 2.4409252166748048
70th percentile: 2.53763267993927
80th percentile: 2.6780125617980968
90th percentile: 9.018230438232422
95th percentile: 9.180596363544463
99th percentile: 9.7485356259346
mean time: 3.3354978879292805
Pipeline stage StressChecker completed in 112.73s
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 1.73s
Shutdown handler de-registered
chaiml-glm-47-bobo-v1-s_46691_v1 status is now deployed due to DeploymentManager action