chaiml-grpo-glm50-combi_89024

developer_uid: chai_backend_admin
submission_id: chaiml-grpo-glm50-combi_89024_v2
model_name: chaiml-grpo-glm50-combi_89024_v2
model_group: ChaiML/grpo-glm50-combin
status: inactive
timestamp: 2026-04-01T20:18:21+00:00
num_battles: 11456
num_wins: 6767
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-fix4-intel
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_89024_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix4-intel
model_size: 31B
ranking_group: single
us_pacific_date: 2026-04-01
win_ratio: 0.5906948324022346
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': ['</s>', '<|im_end|>', '<|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-89024-v2-uploader
Waiting for job on chaiml-grpo-glm50-combi-89024-v2-uploader to finish
chaiml-grpo-glm50-combi-89024-v2-uploader: {repo_id} is already quantized
chaiml-grpo-glm50-combi-89024-v2-uploader: Using quantization_mode: none
chaiml-grpo-glm50-combi-89024-v2-uploader: Downloading snapshot of ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix4-intel...
2026-04-01T17:52:13.374152+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T17:53:13.466221+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T17:54:13.549004+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
chaiml-grpo-glm50-combi-89024-v2-uploader: Downloaded in 182.474s
2026-04-01T17:55:13.632884+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T17:56:13.719469+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T17:57:13.806419+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T17:58:13.895469+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T17:59:13.979124+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
chaiml-grpo-glm50-combi-89024-v2-uploader: Processed model ChaiML/grpo-glm50-combine-rm721-mega-kimi-mix8020-step300-int4-fix4-intel in 443.339s
chaiml-grpo-glm50-combi-89024-v2-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-glm50-combi-89024-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-89024-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-glm50-combi-89024-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-glm50-combi-89024-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-glm50-combi-89024-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-89024-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-89024-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-89024-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-89024-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-89024-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-89024-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-89024-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-89024-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-glm50-combi-89024-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-glm50-combi-89024-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-glm50-combi-89024-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-glm50-combi-89024-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-glm50-combi-89024-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/chat_template.jinja
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/generation_config.json
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/.gitattributes
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/config.json
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/model.safetensors.index.json
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/tokenizer_config.json
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/quantization_config.json
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/tokenizer.json
chaiml-grpo-glm50-combi-89024-v2-uploader: cp /dev/shm/model_output/model-00081-of-00081.safetensors s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-89024-v2/default/model-00081-of-00081.safetensors
2026-04-01T18:00:14.073432+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
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2026-04-01T18:01:14.467907+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
Job chaiml-grpo-glm50-combi-89024-v2-uploader completed after 610.97s with status: succeeded
Stopping job with name chaiml-grpo-glm50-combi-89024-v2-uploader
Pipeline stage VLLMUploader completed in 611.45s
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 1.67s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-glm50-combi-89024-v2
Waiting for inference service chaiml-grpo-glm50-combi-89024-v2 to be ready
2026-04-01T18:02:14.617943+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T18:03:14.715091+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T18:04:14.885370+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T18:05:15.054685+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T18:06:15.198460+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T18:07:15.303696+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T18:08:15.465674+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T18:09:15.574107+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
2026-04-01T18:10:15.672438+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
Inference service chaiml-grpo-glm50-combi-89024-v2 ready after 541.0610101222992s
Pipeline stage VLLMDeployer completed in 541.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 10.722030401229858s
Received healthy response to inference request in 2.9403960704803467s
Received healthy response to inference request in 2.5221729278564453s
Received healthy response to inference request in 2.5532519817352295s
Received healthy response to inference request in 2.8916308879852295s
Received healthy response to inference request in 2.693436861038208s
Received healthy response to inference request in 2.5903549194335938s
Received healthy response to inference request in 2.5979981422424316s
Received healthy response to inference request in 2.6284384727478027s
Received healthy response to inference request in 2.7040305137634277s
Received healthy response to inference request in 2.5914559364318848s
Received healthy response to inference request in 2.563047170639038s
Received healthy response to inference request in 2.5702061653137207s
2026-04-01T18:11:15.823494+00:00 monitor updated for chaiml-grpo-glm50-combi_89024_v2
Received healthy response to inference request in 2.9651942253112793s
Received healthy response to inference request in 2.647526264190674s
Received healthy response to inference request in 3.2260966300964355s
Received healthy response to inference request in 2.6561028957366943s
Received healthy response to inference request in 2.6610875129699707s
Received healthy response to inference request in 2.5712337493896484s
Received healthy response to inference request in 2.6418960094451904s
Received healthy response to inference request in 2.4789838790893555s
Received healthy response to inference request in 2.760915756225586s
Received healthy response to inference request in 2.4814107418060303s
Received healthy response to inference request in 3.0048978328704834s
Received healthy response to inference request in 2.6931450366973877s
Received healthy response to inference request in 2.777520179748535s
Received healthy response to inference request in 2.584282636642456s
Received healthy response to inference request in 2.652442693710327s
Received healthy response to inference request in 2.5548133850097656s
Received healthy response to inference request in 2.7390940189361572s
30 requests
0 failed requests
5th percentile: 2.499753725528717
10th percentile: 2.550144076347351
20th percentile: 2.568774366378784
30th percentile: 2.5885332345962526
40th percentile: 2.616262340545654
50th percentile: 2.6499844789505005
60th percentile: 2.6739105224609374
70th percentile: 2.7145495653152465
80th percentile: 2.8003423213958745
90th percentile: 2.9691645860672
95th percentile: 3.1265571713447566
99th percentile: 8.548209607601173
mean time: 2.9555031299591064
Pipeline stage StressChecker completed in 91.94s
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 1.16s
Shutdown handler de-registered
chaiml-grpo-glm50-combi_89024_v2 status is now deployed due to DeploymentManager action
chaiml-grpo-glm50-combi_89024_v2 status is now inactive due to auto deactivation removed underperforming models