chaiml-grpo-glm50-combi_60857

developer_uid: chai_backend_admin
submission_id: chaiml-grpo-glm50-combi_60857_v3
model_name: chaiml-grpo-glm50-combi_60857_v3
model_group: ChaiML/grpo-glm50-combin
status: deployed
timestamp: 2026-04-01T18:21:16+00:00
num_battles: 9222
num_wins: 5461
celo_rating: 8398.48
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-fix3
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_60857_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix3
model_size: 31B
ranking_group: single
us_pacific_date: 2026-04-01
win_ratio: 0.5921708956842333
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|>', '</s>', '<|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-60857-v3-uploader
Waiting for job on chaiml-grpo-glm50-combi-60857-v3-uploader to finish
chaiml-grpo-glm50-combi-60857-v3-uploader: {repo_id} is already quantized
chaiml-grpo-glm50-combi-60857-v3-uploader: Using quantization_mode: none
chaiml-grpo-glm50-combi-60857-v3-uploader: Downloading snapshot of ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix3...
2026-04-01T17:52:17.585353+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T17:53:17.671993+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T17:54:17.759329+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
chaiml-grpo-glm50-combi-60857-v3-uploader: Downloaded in 181.572s
2026-04-01T17:55:17.842376+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T17:56:17.930834+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T17:57:18.024482+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
chaiml-grpo-glm50-combi-60857-v3-uploader: Processed model ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix3 in 331.291s
chaiml-grpo-glm50-combi-60857-v3-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-glm50-combi-60857-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-60857-v3-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-glm50-combi-60857-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-glm50-combi-60857-v3-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-glm50-combi-60857-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-60857-v3-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-60857-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-60857-v3-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-60857-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-60857-v3-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-60857-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-60857-v3-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-60857-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-glm50-combi-60857-v3-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-glm50-combi-60857-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-glm50-combi-60857-v3-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-glm50-combi-60857-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-glm50-combi-60857-v3-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/generation_config.json
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/.gitattributes
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/config.json
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/chat_template.jinja
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/tokenizer_config.json
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/quantization_config.json
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/tokenizer.json
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model.safetensors.index.json
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00075-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00075-of-00075.safetensors
2026-04-01T17:58:18.113213+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
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chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00074-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00074-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00016-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00016-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00057-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00057-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00011-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00011-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00064-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00064-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00030-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00030-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00065-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00065-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00045-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00045-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00044-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00044-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00063-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00063-of-00075.safetensors
chaiml-grpo-glm50-combi-60857-v3-uploader: cp /dev/shm/model_output/model-00015-of-00075.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-60857-v3/default/model-00015-of-00075.safetensors
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
2026-04-01T17:59:18.200195+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
Job chaiml-grpo-glm50-combi-60857-v3-uploader completed after 493.67s with status: succeeded
Stopping job with name chaiml-grpo-glm50-combi-60857-v3-uploader
Pipeline stage VLLMUploader completed in 494.26s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.11s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 4.66s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-glm50-combi-60857-v3
Waiting for inference service chaiml-grpo-glm50-combi-60857-v3 to be ready
2026-04-01T18:00:18.294417+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:01:18.393826+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:02:18.522971+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:03:18.644840+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:04:18.784824+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:05:18.952332+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:06:29.734915+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:07:29.962874+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:08:30.159970+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:09:30.343764+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:10:30.469990+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:11:30.672004+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
Retrying (%r) after connection broken by '%r': %s
2026-04-01T18:12:30.796056+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
Connection pool is full, discarding connection: %s. Connection pool size: %s
2026-04-01T18:13:30.940832+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:14:31.149267+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:15:31.257523+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
2026-04-01T18:16:31.428327+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:17:31.586307+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:18:31.727592+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
2026-04-01T18:19:31.836379+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
Inference service chaiml-grpo-glm50-combi-60857-v3 ready after 1203.0904686450958s
Pipeline stage VLLMDeployer completed in 1203.60s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 10.676031827926636s
Received healthy response to inference request in 2.6314260959625244s
Received healthy response to inference request in 2.8773746490478516s
Received healthy response to inference request in 2.5182337760925293s
Received healthy response to inference request in 2.599881649017334s
Received healthy response to inference request in 2.994364023208618s
Received healthy response to inference request in 2.593869924545288s
Received healthy response to inference request in 2.515364408493042s
Received healthy response to inference request in 2.7641284465789795s
Received healthy response to inference request in 3.2731218338012695s
Received healthy response to inference request in 2.544123888015747s
Received healthy response to inference request in 2.7151873111724854s
Received healthy response to inference request in 2.849334955215454s
Received healthy response to inference request in 2.848341226577759s
Received healthy response to inference request in 2.619447708129883s
2026-04-01T18:20:31.999466+00:00 monitor updated for chaiml-grpo-glm50-combi_60857_v3
Received healthy response to inference request in 2.7844269275665283s
Received healthy response to inference request in 2.5691118240356445s
Received healthy response to inference request in 2.7140774726867676s
Received healthy response to inference request in 2.6533985137939453s
Received healthy response to inference request in 2.5082685947418213s
Received healthy response to inference request in 2.6677534580230713s
Received healthy response to inference request in 2.6807892322540283s
Received healthy response to inference request in 2.553260087966919s
Received healthy response to inference request in 2.5666043758392334s
Received healthy response to inference request in 2.959045648574829s
Received healthy response to inference request in 2.756971836090088s
Received healthy response to inference request in 2.8110907077789307s
Received healthy response to inference request in 2.9982547760009766s
Received healthy response to inference request in 2.5903801918029785s
Received healthy response to inference request in 2.608187675476074s
30 requests
0 failed requests
5th percentile: 2.5166556239128113
10th percentile: 2.5415348768234254
20th percentile: 2.568610334396362
30th percentile: 2.59807813167572
40th percentile: 2.6266347408294677
50th percentile: 2.67427134513855
60th percentile: 2.731901121139526
70th percentile: 2.7924260616302488
80th percentile: 2.8549428939819337
90th percentile: 2.994753098487854
95th percentile: 3.149431657791137
99th percentile: 8.529187929630286
mean time: 2.9813951015472413
Pipeline stage StressChecker completed in 93.77s
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 1.65s
Shutdown handler de-registered
chaiml-grpo-glm50-combi_60857_v3 status is now deployed due to DeploymentManager action