developer_uid: richhx
submission_id: chaiml-gspo-glm46-combi_11090_v8
model_name: chaiml-gspo-glm46-combi_11090_v8
model_group: ChaiML/gspo-glm46-combin
status: deployed
timestamp: 2026-03-21T16:54:43+00:00
num_battles: 7108
num_wins: 3804
celo_rating: 1320.68
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm46-combine-rm55-step200
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-glm46-combi_11090_v8
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm46-combine-rm55-step200
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-21
win_ratio: 0.5351716375914463
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': ['<|assistant|>', '<|im_end|>', '<|user|>', '####', '</s>'], '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-glm46-combi-11090-v8-uploader
Waiting for job on chaiml-gspo-glm46-combi-11090-v8-uploader to finish
chaiml-gspo-glm46-combi-11090-v8-uploader: Using quantization_mode: fp8
chaiml-gspo-glm46-combi-11090-v8-uploader: Checking if ChaiML/gspo-glm46-combine-rm55-step200-FP8 already exists in ChaiML
chaiml-gspo-glm46-combi-11090-v8-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm46-combi-11090-v8-uploader: Downloading snapshot of ChaiML/gspo-glm46-combine-rm55-step200-FP8...
2026-03-21T15:25:24.888236+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v8
2026-03-21T15:26:30.598585+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v8
chaiml-gspo-glm46-combi-11090-v8-uploader: Downloaded in 127.339s
chaiml-gspo-glm46-combi-11090-v8-uploader: Processed model ChaiML/gspo-glm46-combine-rm55-step200 in 130.756s
chaiml-gspo-glm46-combi-11090-v8-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm46-combi-11090-v8-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v8-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm46-combi-11090-v8-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm46-combi-11090-v8-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm46-combi-11090-v8-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v8-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v8-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v8-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v8-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v8-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v8-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v8-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v8-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm46-combi-11090-v8-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm46-combi-11090-v8-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm46-combi-11090-v8-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm46-combi-11090-v8-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm46-combi-11090-v8-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/.gitattributes
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/generation_config.json
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/chat_template.jinja
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/config.json
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/recipe.yaml
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/tokenizer_config.json
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/special_tokens_map.json
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/tokenizer.json
chaiml-gspo-glm46-combi-11090-v8-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v8/default/model.safetensors.index.json
2026-03-21T15:27:30.693173+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v8
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2026-03-21T15:28:30.790592+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v8
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Job chaiml-gspo-glm46-combi-11090-v8-uploader completed after 269.28s with status: succeeded
Stopping job with name chaiml-gspo-glm46-combi-11090-v8-uploader
Pipeline stage VLLMUploader completed in 269.82s
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Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.83s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm46-combi-11090-v8
Waiting for inference service chaiml-gspo-glm46-combi-11090-v8 to be ready
2026-03-21T15:29:30.886984+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v8
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Inference service chaiml-gspo-glm46-combi-11090-v8 ready after 2217.6295981407166s
Pipeline stage VLLMDeployer completed in 2218.28s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.183013200759888s
Received healthy response to inference request in 2.0731894969940186s
Received healthy response to inference request in 1.9678940773010254s
Received healthy response to inference request in 1.9980196952819824s
chaiml-gspo-glm46-combi_11090_v8 status is now deployed due to DeploymentManager action
chaiml-gspo-glm46-combi_11090_v8 status is now inactive due to system request