chaiml-gspo-glm47-cas72_61440

developer_uid: richhx
submission_id: chaiml-gspo-glm47-cas72_61440_v1
model_name: chaiml-gspo-glm47-cas72_61440_v1
model_group: ChaiML/gspo-glm47-cas72b
status: deployed
timestamp: 2026-03-27T21:10:00+00:00
num_battles: 10420
num_wins: 6030
celo_rating: 1348.94
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step500-W4A16
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 24110003200.0
best_of: 8
max_input_tokens: 1500
max_output_tokens: 80
reward_model: default
display_name: chaiml-gspo-glm47-cas72_61440_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step500-W4A16
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-27
win_ratio: 0.5786948176583493
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': ['</s>', '<|user|>', '<|im_end|>', '####', '<|assistant|>'], 'max_input_tokens': 1500, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>\n{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '<|assistant|>\n{bot_name}: {message}', 'user_template': '<|user|>\n{message}', '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-glm47-cas72-61440-v1-uploader
Waiting for job on chaiml-gspo-glm47-cas72-61440-v1-uploader to finish
chaiml-gspo-glm47-cas72-61440-v1-uploader: {repo_id} is already quantized
chaiml-gspo-glm47-cas72-61440-v1-uploader: Using quantization_mode: none
chaiml-gspo-glm47-cas72-61440-v1-uploader: Downloading snapshot of ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step500-W4A16...
2026-03-27T21:00:18.056936+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
chaiml-gspo-glm47-cas72-61440-v1-uploader: Downloaded in 100.091s
2026-03-27T21:01:18.272043+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
2026-03-27T21:02:18.489234+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
chaiml-gspo-glm47-cas72-61440-v1-uploader: Processed model ChaiML/gspo-glm47-cas72b-combine-rm82-kimi-data-step500-W4A16 in 172.127s
chaiml-gspo-glm47-cas72-61440-v1-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm47-cas72-61440-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
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chaiml-gspo-glm47-cas72-61440-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm47-cas72-61440-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm47-cas72-61440-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-cas72-61440-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm47-cas72-61440-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-cas72-61440-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm47-cas72-61440-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-cas72-61440-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm47-cas72-61440-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-cas72-61440-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm47-cas72-61440-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm47-cas72-61440-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm47-cas72-61440-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm47-cas72-61440-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm47-cas72-61440-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm47-cas72-61440-v1-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/.gitattributes
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/tokenizer_config.json
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/config.json
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/quantization_config.json
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/model.safetensors.index.json
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/special_tokens_map.json
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/chat_template.jinja
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/generation_config.json
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/README.md
chaiml-gspo-glm47-cas72-61440-v1-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm47-cas72-61440-v1/default/tokenizer.json
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2026-03-27T21:03:19.840565+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
Job chaiml-gspo-glm47-cas72-61440-v1-uploader completed after 246.56s with status: succeeded
Stopping job with name chaiml-gspo-glm47-cas72-61440-v1-uploader
Pipeline stage VLLMUploader completed in 247.73s
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Running pipeline stage VLLMUploaderAMD
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm47-cas72-61440-v1
Waiting for inference service chaiml-gspo-glm47-cas72-61440-v1 to be ready
2026-03-27T21:04:20.099770+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
2026-03-27T21:05:20.376218+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
2026-03-27T21:06:20.672830+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
2026-03-27T21:07:21.039343+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
Inference service chaiml-gspo-glm47-cas72-61440-v1 ready after 283.2414402961731s
Pipeline stage VLLMDeployer completed in 284.54s
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Running pipeline stage StressChecker
2026-03-27T21:08:21.315832+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
Received healthy response to inference request in 8.561738729476929s
Received healthy response to inference request in 2.105656862258911s
Received healthy response to inference request in 8.898197889328003s
Received healthy response to inference request in 2.329815149307251s
Received healthy response to inference request in 8.866184949874878s
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Received healthy response to inference request in 8.476893186569214s
Received healthy response to inference request in 8.727372407913208s
Received healthy response to inference request in 2.345215320587158s
Received healthy response to inference request in 2.1804637908935547s
Received healthy response to inference request in 2.2451789379119873s
Received healthy response to inference request in 2.1343467235565186s
Received healthy response to inference request in 2.1186487674713135s
Received healthy response to inference request in 2.3943026065826416s
2026-03-27T21:09:21.581588+00:00 monitor updated for chaiml-gspo-glm47-cas72_61440_v1
Received healthy response to inference request in 2.255833864212036s
Received healthy response to inference request in 2.3187084197998047s
Received healthy response to inference request in 2.1333885192871094s
Received healthy response to inference request in 2.2196059226989746s
Received healthy response to inference request in 2.2776622772216797s
Received healthy response to inference request in 2.296278476715088s
Received healthy response to inference request in 2.3146114349365234s
Received healthy response to inference request in 2.0769333839416504s
Received healthy response to inference request in 2.0932719707489014s
Received healthy response to inference request in 2.312509536743164s
Received healthy response to inference request in 2.1265671253204346s
Received healthy response to inference request in 2.1450462341308594s
Received healthy response to inference request in 2.302567481994629s
Received healthy response to inference request in 2.650700807571411s
Received healthy response to inference request in 2.3127174377441406s
30 requests
0 failed requests
5th percentile: 2.0988451719284056
10th percentile: 2.1173495769500734
20th percentile: 2.1324280738830566
30th percentile: 2.169399094581604
40th percentile: 2.234949731826782
50th percentile: 2.286970376968384
60th percentile: 2.312592697143555
70th percentile: 2.3220404386520386
80th percentile: 2.445582246780396
90th percentile: 8.578302097320558
95th percentile: 8.803719305992127
99th percentile: 8.888914136886596
mean time: 3.31762801806132
Pipeline stage StressChecker completed in 105.32s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.24s
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chaiml-gspo-glm47-cas72_61440_v1 status is now deployed due to DeploymentManager action