chaiml-grpo-glm50-combi_31797

developer_uid: chai_backend_admin
submission_id: chaiml-grpo-glm50-combi_31797_v2
model_name: chaiml-grpo-glm50-combi_31797_v2
model_group: ChaiML/grpo-glm50-combin
status: torndown
timestamp: 2026-04-03T20:02:43+00:00
num_battles: 3119
num_wins: 1280
celo_rating: 8146.58
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix2
model_architecture: GlmMoeDsaForCausalLM
model_num_parameters: 31348144128.0
best_of: 8
max_input_tokens: 1500
max_output_tokens: 80
reward_model: default
display_name: chaiml-grpo-glm50-combi_31797_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix2
model_size: 31B
ranking_group: single
us_pacific_date: 2026-03-31
win_ratio: 0.4103879448541199
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|>', '</s>', '####', '<|assistant|>', '<|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-grpo-glm50-combi-31797-v2-uploader
Waiting for job on chaiml-grpo-glm50-combi-31797-v2-uploader to finish
chaiml-grpo-glm50-combi-31797-v2-uploader: {repo_id} is already quantized
chaiml-grpo-glm50-combi-31797-v2-uploader: Using quantization_mode: none
chaiml-grpo-glm50-combi-31797-v2-uploader: Downloading snapshot of ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix2...
2026-03-31T18:26:59.281292+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:27:59.495487+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:28:59.585072+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
chaiml-grpo-glm50-combi-31797-v2-uploader: Downloaded in 184.859s
2026-03-31T18:29:59.914306+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:31:00.084814+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:32:00.378739+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
chaiml-grpo-glm50-combi-31797-v2-uploader: Processed model ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix2 in 330.546s
chaiml-grpo-glm50-combi-31797-v2-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-glm50-combi-31797-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-31797-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-glm50-combi-31797-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-glm50-combi-31797-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-glm50-combi-31797-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-31797-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-31797-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-31797-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-31797-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-31797-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-31797-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-31797-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-31797-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-glm50-combi-31797-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-glm50-combi-31797-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-glm50-combi-31797-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-glm50-combi-31797-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-glm50-combi-31797-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default
chaiml-grpo-glm50-combi-31797-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default/generation_config.json
chaiml-grpo-glm50-combi-31797-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default/config.json
chaiml-grpo-glm50-combi-31797-v2-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default/quantization_config.json
chaiml-grpo-glm50-combi-31797-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default/.gitattributes
chaiml-grpo-glm50-combi-31797-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default/chat_template.jinja
chaiml-grpo-glm50-combi-31797-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default/tokenizer.json
chaiml-grpo-glm50-combi-31797-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default/tokenizer_config.json
chaiml-grpo-glm50-combi-31797-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-31797-v2/default/model.safetensors.index.json
2026-03-31T18:33:00.477164+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
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2026-03-31T18:34:00.610506+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
Job chaiml-grpo-glm50-combi-31797-v2-uploader completed after 485.64s with status: succeeded
Stopping job with name chaiml-grpo-glm50-combi-31797-v2-uploader
Pipeline stage VLLMUploader completed in 486.14s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.12s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 1.92s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-glm50-combi-31797-v2
Waiting for inference service chaiml-grpo-glm50-combi-31797-v2 to be ready
2026-03-31T18:35:00.766308+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
Connection pool is full, discarding connection: %s. Connection pool size: %s
2026-03-31T18:36:00.935932+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:37:01.286580+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:38:01.626354+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:39:01.851168+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:40:01.961630+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:41:02.074437+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
2026-03-31T18:42:02.236452+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
Inference service chaiml-grpo-glm50-combi-31797-v2 ready after 502.3446218967438s
Pipeline stage VLLMDeployer completed in 502.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 10.832314014434814s
Received healthy response to inference request in 2.71579909324646s
Received healthy response to inference request in 2.6437366008758545s
Received healthy response to inference request in 2.5479438304901123s
Received healthy response to inference request in 2.603782892227173s
Received healthy response to inference request in 2.480462074279785s
Received healthy response to inference request in 2.7098989486694336s
Received healthy response to inference request in 2.984264612197876s
2026-03-31T18:43:02.412664+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
Received healthy response to inference request in 2.9145636558532715s
Received healthy response to inference request in 2.568066358566284s
Received healthy response to inference request in 2.5775463581085205s
Received healthy response to inference request in 2.560533285140991s
Received healthy response to inference request in 2.6607882976531982s
Received healthy response to inference request in 3.1393380165100098s
Received healthy response to inference request in 2.5647318363189697s
Received healthy response to inference request in 2.568117141723633s
Received healthy response to inference request in 2.532193422317505s
Received healthy response to inference request in 2.9452531337738037s
Received healthy response to inference request in 2.770860433578491s
Received healthy response to inference request in 2.5703883171081543s
Received healthy response to inference request in 2.448559284210205s
Received healthy response to inference request in 2.6406702995300293s
Received healthy response to inference request in 2.7759830951690674s
Received healthy response to inference request in 2.506483793258667s
Received healthy response to inference request in 2.4861462116241455s
Received healthy response to inference request in 2.4906935691833496s
Received healthy response to inference request in 2.697312831878662s
Received healthy response to inference request in 2.68222975730896s
Received healthy response to inference request in 2.7062606811523438s
Received healthy response to inference request in 2.6090588569641113s
30 requests
0 failed requests
5th percentile: 2.483019936084747
10th percentile: 2.490238833427429
20th percentile: 2.5447937488555907
30th percentile: 2.5670660018920897
40th percentile: 2.574683141708374
50th percentile: 2.6248645782470703
60th percentile: 2.669364881515503
70th percentile: 2.7073521614074707
80th percentile: 2.7718849658966063
90th percentile: 2.949154281616211
95th percentile: 3.069554984569549
99th percentile: 8.601350975036627
mean time: 2.931132690111796
Pipeline stage StressChecker completed in 91.39s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
2026-03-31T18:44:02.622733+00:00 monitor updated for chaiml-grpo-glm50-combi_31797_v2
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.75s
Shutdown handler de-registered
chaiml-grpo-glm50-combi_31797_v2 status is now deployed due to DeploymentManager action
chaiml-grpo-glm50-combi_31797_v2 status is now inactive due to system request
chaiml-grpo-glm50-combi_31797_v2 status is now torndown due to DeploymentManager action