chaiml-gspo-glm47-think_38274

developer_uid: chai_backend_admin

submission_id: chaiml-gspo-glm47-think_38274_v3

model_name: chaiml-gspo-glm47-think_38274_v3

model_group: ChaiML/gspo-glm47-thinki

status: inactive

timestamp: 2026-04-14T19:37:14+00:00

num_battles: 10707

num_wins: 5890

celo_rating: 0.0

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/gspo-glm47-thinking-rm-kimi-pony-euqal-apr04-step600

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-think_38274_v3

ineligible_reason: max_output_tokens!=64

is_internal_developer: True

language_model: ChaiML/gspo-glm47-thinking-rm-kimi-pony-euqal-apr04-step600

model_size: 24B

ranking_group: single

us_pacific_date: 2026-04-14

win_ratio: 0.5501074063696647

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|>', '</s>', '####', '<|im_end|>', '<|user|>'], 'max_input_tokens': 1500, 'best_of': 8, 'max_output_tokens': 80}

formatter: {'memory_template': "[gMASK]<sop><|system|>{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '<|assistant|>{message}', 'user_template': '<|user|>{message}', 'response_template': '<|assistant|></think>', '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-think-38274-v3-uploader
Waiting for job on chaiml-gspo-glm47-think-38274-v3-uploader to finish
chaiml-gspo-glm47-think-38274-v3-uploader: Using quantization_mode: fp8
chaiml-gspo-glm47-think-38274-v3-uploader: Checking if ChaiML/gspo-glm47-thinking-rm-kimi-pony-euqal-apr04-step600-FP8 already exists in ChaiML
chaiml-gspo-glm47-think-38274-v3-uploader: Model already exists. Downloading to /tmp/model_output...
chaiml-gspo-glm47-think-38274-v3-uploader: Downloading snapshot of ChaiML/gspo-glm47-thinking-rm-kimi-pony-euqal-apr04-step600-FP8...
2026-04-14T15:46:50.507335+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
2026-04-14T15:47:50.589615+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
2026-04-14T15:48:50.679728+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
2026-04-14T15:49:50.768929+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
chaiml-gspo-glm47-think-38274-v3-uploader: Downloaded in 195.604s
chaiml-gspo-glm47-think-38274-v3-uploader: Processed model ChaiML/gspo-glm47-thinking-rm-kimi-pony-euqal-apr04-step600 in 198.557s
chaiml-gspo-glm47-think-38274-v3-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm47-think-38274-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-think-38274-v3-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm47-think-38274-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm47-think-38274-v3-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm47-think-38274-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-think-38274-v3-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm47-think-38274-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-think-38274-v3-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm47-think-38274-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-think-38274-v3-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm47-think-38274-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm47-think-38274-v3-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm47-think-38274-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm47-think-38274-v3-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm47-think-38274-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm47-think-38274-v3-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm47-think-38274-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm47-think-38274-v3-uploader: uploading /tmp/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/generation_config.json
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/recipe.yaml
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/chat_template.jinja
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/config.json
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model.safetensors.index.json
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/tokenizer_config.json
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/.gitattributes
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/tokenizer.json
2026-04-14T15:50:50.867263+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
2026-04-14T15:51:50.945139+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00015-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00015-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00012-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00012-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00014-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00014-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00009-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00009-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00011-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00011-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00013-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00013-of-00015.safetensors
2026-04-14T15:52:51.039952+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00005-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00005-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00008-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00008-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00006-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00006-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00004-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00004-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00007-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00007-of-00015.safetensors
chaiml-gspo-glm47-think-38274-v3-uploader: cp /tmp/model_output/model-00001-of-00015.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm47-think-38274-v3/default/model-00001-of-00015.safetensors
Job chaiml-gspo-glm47-think-38274-v3-uploader completed after 479.32s with status: succeeded
2026-04-14T15:53:51.127628+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
Stopping job with name chaiml-gspo-glm47-think-38274-v3-uploader
Pipeline stage VLLMUploader completed in 481.56s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.10s
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Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 2.30s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm47-think-38274-v3
Waiting for inference service chaiml-gspo-glm47-think-38274-v3 to be ready
2026-04-14T15:54:52.115510+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
2026-04-14T15:55:52.217442+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
2026-04-14T15:56:55.765922+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
2026-04-14T15:57:55.859735+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
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2026-04-14T16:01:56.266714+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
Inference service chaiml-gspo-glm47-think-38274-v3 ready after 511.5006580352783s
Pipeline stage VLLMDeployer completed in 511.94s
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Running pipeline stage StressChecker
Received healthy response to inference request in 9.142910480499268s
Received healthy response to inference request in 9.220597267150879s
Received healthy response to inference request in 9.394004821777344s
2026-04-14T16:02:56.367365+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
Received healthy response to inference request in 9.017563581466675s
Received healthy response to inference request in 2.1071276664733887s
Received healthy response to inference request in 2.354034423828125s
Received healthy response to inference request in 2.0981037616729736s
Received healthy response to inference request in 1.9673430919647217s
Received healthy response to inference request in 2.399690866470337s
Received healthy response to inference request in 2.112173318862915s
Received healthy response to inference request in 1.9890966415405273s
Received healthy response to inference request in 2.0467028617858887s
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Received healthy response to inference request in 2.067265748977661s
Received healthy response to inference request in 1.9942855834960938s
Received healthy response to inference request in 2.0785086154937744s
Received healthy response to inference request in 2.0848777294158936s
Received healthy response to inference request in 1.9997451305389404s
Received healthy response to inference request in 2.6656107902526855s
Received healthy response to inference request in 2.4570188522338867s
Received healthy response to inference request in 2.035353660583496s
Received healthy response to inference request in 2.0033304691314697s
Received healthy response to inference request in 2.11356258392334s
Received healthy response to inference request in 1.9885733127593994s
2026-04-14T16:03:56.458357+00:00 monitor updated for chaiml-gspo-glm47-think_38274_v3
Received healthy response to inference request in 2.017239809036255s
Received healthy response to inference request in 2.1096115112304688s
Received healthy response to inference request in 2.0135490894317627s
30 requests
0 failed requests
5th percentile: 1.988808810710907
10th percentile: 1.993766689300537
20th percentile: 2.011505365371704
30th percentile: 2.043298101425171
40th percentile: 2.082330083847046
50th percentile: 2.1083695888519287
60th percentile: 2.1231210708618162
70th percentile: 2.3364519119262694
80th percentile: 2.459905910491943
90th percentile: 9.030098271369933
95th percentile: 9.185638213157654
99th percentile: 9.343716630935669
mean time: 3.088468559583028
Pipeline stage StressChecker completed in 96.05s
Shutdown handler de-registered
chaiml-gspo-glm47-think_38274_v3 status is now deployed due to DeploymentManager action
chaiml-gspo-glm47-think_38274_v3 status is now inactive due to auto deactivation removed underperforming models