chaiml-grpo-glm50-combi_75683

developer_uid: chai_backend_admin
submission_id: chaiml-grpo-glm50-combi_75683_v1
model_name: chaiml-grpo-glm50-combi_75683_v1
model_group: ChaiML/grpo-glm50-combin
status: inactive
timestamp: 2026-04-04T21:17:38+00:00
num_battles: 11051
num_wins: 6448
celo_rating: 1365.19
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step300-int4-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_75683_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step300-int4-intel
model_size: 31B
ranking_group: single
us_pacific_date: 2026-04-04
win_ratio: 0.5834766084517238
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|>', '<|assistant|>', '</s>'], '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-75683-v1-uploader
Waiting for job on chaiml-grpo-glm50-combi-75683-v1-uploader to finish
chaiml-grpo-glm50-combi-75683-v1-uploader: ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step300-int4-intel is already quantized
chaiml-grpo-glm50-combi-75683-v1-uploader: Using quantization_mode: none
chaiml-grpo-glm50-combi-75683-v1-uploader: Downloading snapshot of ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step300-int4-intel...
2026-04-04T18:14:18.232743+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:15:18.316213+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:16:18.399139+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:17:18.493787+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:18:18.580412+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
chaiml-grpo-glm50-combi-75683-v1-uploader: Downloaded in 288.496s
chaiml-grpo-glm50-combi-75683-v1-uploader: Processed model ChaiML/grpo-glm50-combine-rm3331-mega-kimi-mix8020-step300-int4-intel in 288.752s
chaiml-grpo-glm50-combi-75683-v1-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-glm50-combi-75683-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-75683-v1-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-glm50-combi-75683-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-glm50-combi-75683-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-glm50-combi-75683-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-75683-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-75683-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-75683-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-glm50-combi-75683-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-75683-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-75683-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-glm50-combi-75683-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-glm50-combi-75683-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-glm50-combi-75683-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-glm50-combi-75683-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-glm50-combi-75683-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-glm50-combi-75683-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-glm50-combi-75683-v1-uploader: uploading /tmp/model_output to s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/.gitattributes
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/chat_template.jinja
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/config.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/generation_config.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/tokenizer_config.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/config.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/generation_config.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/quantization_config.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/chat_template.jinja
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/tokenizer_config.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/quantization_config.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/model.safetensors.index.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/model.safetensors.index.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/99a6b7ab1ae2db51f8dab4ad8ff8ba7cb463e8b9-merged-w4g64/tokenizer.json
chaiml-grpo-glm50-combi-75683-v1-uploader: cp /tmp/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-glm50-combi-75683-v1/default/tokenizer.json
2026-04-04T18:19:18.669192+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
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2026-04-04T18:20:18.757614+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
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2026-04-04T18:21:18.844699+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
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2026-04-04T18:22:18.940629+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
Job chaiml-grpo-glm50-combi-75683-v1-uploader completed after 558.75s with status: succeeded
Stopping job with name chaiml-grpo-glm50-combi-75683-v1-uploader
Pipeline stage VLLMUploader completed in 559.25s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.13s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 2.38s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-glm50-combi-75683-v1
Waiting for inference service chaiml-grpo-glm50-combi-75683-v1 to be ready
2026-04-04T18:23:19.069202+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:24:19.228773+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:25:19.871343+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:26:20.029019+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:27:20.140320+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:28:20.358730+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:29:20.521491+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:30:20.628606+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:31:20.876834+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:32:21.000716+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:33:21.127367+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
2026-04-04T18:34:21.296997+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
Inference service chaiml-grpo-glm50-combi-75683-v1 ready after 705.2431833744049s
Pipeline stage VLLMDeployer completed in 705.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 11.1706223487854s
Received healthy response to inference request in 2.768341064453125s
Received healthy response to inference request in 2.5603227615356445s
Received healthy response to inference request in 2.5606110095977783s
Received healthy response to inference request in 2.6426429748535156s
Received healthy response to inference request in 2.554133176803589s
Received healthy response to inference request in 2.6906611919403076s
Received healthy response to inference request in 2.641784191131592s
Received healthy response to inference request in 2.733126163482666s
Received healthy response to inference request in 2.7668848037719727s
Received healthy response to inference request in 2.6422922611236572s
Received healthy response to inference request in 3.4420626163482666s
Received healthy response to inference request in 2.7097651958465576s
Received healthy response to inference request in 2.919858932495117s
Received healthy response to inference request in 2.609292984008789s
Received healthy response to inference request in 2.991626024246216s
2026-04-04T18:35:21.407882+00:00 monitor updated for chaiml-grpo-glm50-combi_75683_v1
Received healthy response to inference request in 3.031691074371338s
Received healthy response to inference request in 2.996605396270752s
Received healthy response to inference request in 2.646679162979126s
Received healthy response to inference request in 2.5745460987091064s
Received healthy response to inference request in 2.663243293762207s
Received healthy response to inference request in 2.7531301975250244s
Received healthy response to inference request in 2.5549309253692627s
Received healthy response to inference request in 2.531019687652588s
Received healthy response to inference request in 2.6048855781555176s
Received healthy response to inference request in 2.6673481464385986s
Received healthy response to inference request in 2.7209882736206055s
Received healthy response to inference request in 2.6745848655700684s
Received healthy response to inference request in 2.8013761043548584s
Received healthy response to inference request in 2.6582186222076416s
30 requests
0 failed requests
5th percentile: 2.554492163658142
10th percentile: 2.5597835779190063
20th percentile: 2.5988176822662354
30th percentile: 2.6421398401260374
40th percentile: 2.6536028385162354
50th percentile: 2.6709665060043335
60th percentile: 2.7142544269561766
70th percentile: 2.757256579399109
80th percentile: 2.8250726699829105
90th percentile: 3.0001139640808105
95th percentile: 3.2573954224586474
99th percentile: 8.929340026378638
mean time: 3.0094425042470294
Pipeline stage StressChecker completed in 102.09s
Shutdown handler de-registered
chaiml-grpo-glm50-combi_75683_v1 status is now deployed due to DeploymentManager action
chaiml-grpo-glm50-combi_75683_v1 status is now inactive due to auto deactivation removed underperforming models