chaiml-gspo-glm46-combi_11090

developer_uid: chai_backend_admin
submission_id: chaiml-gspo-glm46-combi_11090_v3
model_name: chaiml-gspo-glm46-combi_11090_v3
model_group: ChaiML/gspo-glm46-combin
status: inactive
timestamp: 2026-03-13T03:08:09+00:00
num_battles: 21112
num_wins: 11456
celo_rating: 1324.28
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_v3
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: 2026-03-12
win_ratio: 0.5426297840090943
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': ['<|im_end|>', '<|user|>', '</s>', '<|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-glm46-combi-11090-v3-uploader
Waiting for job on chaiml-gspo-glm46-combi-11090-v3-uploader to finish
2026-03-12T18:17:46.208997+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
chaiml-gspo-glm46-combi-11090-v3-uploader: Using quantization_mode: fp8
chaiml-gspo-glm46-combi-11090-v3-uploader: Checking if ChaiML/gspo-glm46-combine-rm55-step200-FP8 already exists in ChaiML
chaiml-gspo-glm46-combi-11090-v3-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm46-combi-11090-v3-uploader: Downloading snapshot of ChaiML/gspo-glm46-combine-rm55-step200-FP8...
2026-03-12T18:18:46.300364+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:19:46.606075+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
chaiml-gspo-glm46-combi-11090-v3-uploader: Downloaded in 161.492s
chaiml-gspo-glm46-combi-11090-v3-uploader: Processed model ChaiML/gspo-glm46-combine-rm55-step200 in 164.891s
chaiml-gspo-glm46-combi-11090-v3-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm46-combi-11090-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v3-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm46-combi-11090-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm46-combi-11090-v3-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm46-combi-11090-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v3-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v3-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v3-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v3-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm46-combi-11090-v3-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm46-combi-11090-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm46-combi-11090-v3-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm46-combi-11090-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm46-combi-11090-v3-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/generation_config.json
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/config.json
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/.gitattributes
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/tokenizer_config.json
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/special_tokens_map.json
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/recipe.yaml
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/model.safetensors.index.json
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/chat_template.jinja
chaiml-gspo-glm46-combi-11090-v3-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v3/default/tokenizer.json
2026-03-12T18:20:46.698803+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
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2026-03-12T18:21:46.806680+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
Job chaiml-gspo-glm46-combi-11090-v3-uploader completed after 319.79s with status: succeeded
Stopping job with name chaiml-gspo-glm46-combi-11090-v3-uploader
Pipeline stage VLLMUploader completed in 320.37s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 1.15s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm46-combi-11090-v3
Waiting for inference service chaiml-gspo-glm46-combi-11090-v3 to be ready
2026-03-12T18:22:46.921873+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:23:47.034785+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:24:47.151112+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:25:47.273645+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:26:47.416327+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:27:47.542438+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:28:47.720200+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:29:47.835273+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:30:47.955287+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:31:48.086165+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:32:48.210666+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:33:48.333477+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:34:48.440109+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:35:48.589744+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:36:48.708258+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:37:48.870089+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:38:49.066768+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:39:49.210532+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:40:49.315980+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:41:49.418225+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:42:49.553020+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:43:49.656901+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
2026-03-12T18:44:49.764396+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
Inference service chaiml-gspo-glm46-combi-11090-v3 ready after 1382.2155663967133s
Pipeline stage VLLMDeployer completed in 1382.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.155729055404663s
Received healthy response to inference request in 1.9901633262634277s
Received healthy response to inference request in 2.0086047649383545s
Received healthy response to inference request in 2.073317527770996s
Received healthy response to inference request in 2.2523860931396484s
Received healthy response to inference request in 2.0686194896698s
Received healthy response to inference request in 2.0971617698669434s
Received healthy response to inference request in 1.9833052158355713s
Received healthy response to inference request in 1.9811999797821045s
Received healthy response to inference request in 1.979642391204834s
Received healthy response to inference request in 2.0469324588775635s
Received healthy response to inference request in 2.013364791870117s
Received healthy response to inference request in 2.1426422595977783s
Received healthy response to inference request in 1.9807536602020264s
2026-03-12T18:45:49.867011+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v3
Received healthy response to inference request in 1.9643969535827637s
Received healthy response to inference request in 2.0276906490325928s
Received healthy response to inference request in 2.038384437561035s
Received healthy response to inference request in 2.1419801712036133s
Received healthy response to inference request in 2.0086073875427246s
Received healthy response to inference request in 1.9784538745880127s
Received healthy response to inference request in 2.0710299015045166s
Received healthy response to inference request in 2.0589964389801025s
Received healthy response to inference request in 2.090296506881714s
Received healthy response to inference request in 2.132563829421997s
Received healthy response to inference request in 2.0847673416137695s
Received healthy response to inference request in 2.1508538722991943s
Received healthy response to inference request in 1.9694750308990479s
Received healthy response to inference request in 1.9647502899169922s
Received healthy response to inference request in 2.114013910293579s
Received healthy response to inference request in 2.034870147705078s
30 requests
0 failed requests
5th percentile: 1.9668764233589173
10th percentile: 1.9775559902191162
20th percentile: 1.9811107158660888
30th percentile: 2.0030723333358766
40th percentile: 2.0219603061676024
50th percentile: 2.0426584482192993
60th percentile: 2.0695836544036865
70th percentile: 2.086426091194153
80th percentile: 2.117723894119263
90th percentile: 2.1434634208679197
95th percentile: 2.206696593761444
99th percentile: 7.153759596347815
mean time: 2.286831784248352
Pipeline stage StressChecker completed in 72.22s
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 0.81s
Shutdown handler de-registered
chaiml-gspo-glm46-combi_11090_v3 status is now deployed due to DeploymentManager action
chaiml-gspo-glm46-combi_11090_v3 status is now inactive due to system request