developer_uid: richhx
submission_id: chaiml-grpo-glm46-combi_79432_v5
model_name: chaiml-grpo-glm46-combi_79432_v5
model_group: ChaiML/grpo-glm46-combin
status: inactive
timestamp: 2026-03-19T07:36:41+00:00
num_battles: 10240
num_wins: 5648
celo_rating: 1331.53
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-glm46-combine-rm82-lr5e6-step150
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-grpo-glm46-combi_79432_v5
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/grpo-glm46-combine-rm82-lr5e6-step150
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-19
win_ratio: 0.5515625
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': ['####', '<|user|>', '<|assistant|>', '</s>', '<|im_end|>'], '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-grpo-glm46-combi-79432-v5-uploader
Waiting for job on chaiml-grpo-glm46-combi-79432-v5-uploader to finish
chaiml-grpo-glm46-combi-79432-v5-uploader: Using quantization_mode: fp8
chaiml-grpo-glm46-combi-79432-v5-uploader: Checking if ChaiML/grpo-glm46-combine-rm82-lr5e6-step150-FP8 already exists in ChaiML
chaiml-grpo-glm46-combi-79432-v5-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-grpo-glm46-combi-79432-v5-uploader: Downloading snapshot of ChaiML/grpo-glm46-combine-rm82-lr5e6-step150-FP8...
2026-03-19T03:09:08.205893+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:10:08.482215+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:11:08.573137+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
chaiml-grpo-glm46-combi-79432-v5-uploader: Downloaded in 150.304s
chaiml-grpo-glm46-combi-79432-v5-uploader: Processed model ChaiML/grpo-glm46-combine-rm82-lr5e6-step150 in 153.800s
chaiml-grpo-glm46-combi-79432-v5-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-glm46-combi-79432-v5-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm46-combi-79432-v5-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-glm46-combi-79432-v5-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-glm46-combi-79432-v5-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-glm46-combi-79432-v5-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm46-combi-79432-v5-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-glm46-combi-79432-v5-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm46-combi-79432-v5-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-glm46-combi-79432-v5-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm46-combi-79432-v5-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-glm46-combi-79432-v5-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm46-combi-79432-v5-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-glm46-combi-79432-v5-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-glm46-combi-79432-v5-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-glm46-combi-79432-v5-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-glm46-combi-79432-v5-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-glm46-combi-79432-v5-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-glm46-combi-79432-v5-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/.gitattributes
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/config.json
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/chat_template.jinja
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/generation_config.json
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/tokenizer_config.json
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/recipe.yaml
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/special_tokens_map.json
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/model.safetensors.index.json
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/tokenizer.json
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/model-00072-of-00072.safetensors
2026-03-19T03:12:08.660924+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
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chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/model-00015-of-00072.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/model-00015-of-00072.safetensors
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/model-00059-of-00072.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/model-00059-of-00072.safetensors
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/model-00039-of-00072.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/model-00039-of-00072.safetensors
chaiml-grpo-glm46-combi-79432-v5-uploader: cp /dev/shm/model_output/model-00028-of-00072.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm46-combi-79432-v5/default/model-00028-of-00072.safetensors
Job chaiml-grpo-glm46-combi-79432-v5-uploader completed after 297.29s with status: succeeded
Stopping job with name chaiml-grpo-glm46-combi-79432-v5-uploader
Pipeline stage VLLMUploader completed in 297.82s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.98s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-glm46-combi-79432-v5
Waiting for inference service chaiml-grpo-glm46-combi-79432-v5 to be ready
2026-03-19T03:13:08.760087+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:14:08.867571+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:15:08.991414+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:16:09.110165+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:17:09.243342+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:18:09.377872+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:19:09.492043+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
2026-03-19T03:20:09.622408+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
Inference service chaiml-grpo-glm46-combi-79432-v5 ready after 430.7974181175232s
Pipeline stage VLLMDeployer completed in 431.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.287066459655762s
Received healthy response to inference request in 8.92058515548706s
Received healthy response to inference request in 9.19191598892212s
Received healthy response to inference request in 2.0331106185913086s
Received healthy response to inference request in 2.044862985610962s
Received healthy response to inference request in 10.713505029678345s
Received healthy response to inference request in 2.016371250152588s
Received healthy response to inference request in 2.0269973278045654s
2026-03-19T03:21:09.879724+00:00 monitor updated for chaiml-grpo-glm46-combi_79432_v5
Received healthy response to inference request in 9.271365404129028s
Received healthy response to inference request in 2.3087754249572754s
Received healthy response to inference request in 2.010807752609253s
Received healthy response to inference request in 2.0536484718322754s
Received healthy response to inference request in 2.1348512172698975s
Received healthy response to inference request in 2.1320855617523193s
Received healthy response to inference request in 2.0397064685821533s
Received healthy response to inference request in 2.10060453414917s
Received healthy response to inference request in 2.05336594581604s
Received healthy response to inference request in 2.0457100868225098s
Received healthy response to inference request in 2.091604709625244s
Received healthy response to inference request in 2.009728193283081s
Received healthy response to inference request in 2.1082723140716553s
Received healthy response to inference request in 2.037442922592163s
Received healthy response to inference request in 1.9935615062713623s
Received healthy response to inference request in 1.9916648864746094s
Received healthy response to inference request in 2.0087890625s
Received healthy response to inference request in 2.0380101203918457s
Received healthy response to inference request in 2.006509780883789s
Received healthy response to inference request in 2.2373509407043457s
Received healthy response to inference request in 2.4519095420837402s
Received healthy response to inference request in 2.103478193283081s
30 requests
0 failed requests
5th percentile: 1.9993882298469543
10th percentile: 2.008561134338379
20th percentile: 2.015258550643921
30th percentile: 2.0361432313919066
40th percentile: 2.0428003787994387
50th percentile: 2.0535072088241577
60th percentile: 2.101753997802734
70th percentile: 2.1329152584075928
80th percentile: 2.3374022483825687
90th percentile: 9.19986093044281
95th percentile: 9.280000984668732
99th percentile: 10.299837844371798
mean time: 3.315455261866252
Pipeline stage StressChecker completed in 104.26s
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 0.75s
Shutdown handler de-registered
chaiml-grpo-glm46-combi_79432_v5 status is now deployed due to DeploymentManager action
chaiml-grpo-glm46-combi_79432_v5 status is now inactive due to auto deactivation removed underperforming models