chaiml-grpo-nis-24bsft-_33397

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-_33397_v2
model_name: chaiml-grpo-nis-24bsft-_33397_v2
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-04T21:42:27+00:00
num_battles: 5625
num_wins: 3111
celo_rating: 1288.26
family_friendly_score: 0.5329999999999999
family_friendly_standard_error: 0.007055650218087628
submission_type: basic
model_repo: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta25_data02ep_seq80_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5228092493956062, 'latency_mean': 1.9126415765285492, 'latency_p50': 1.9015076160430908, 'latency_p90': 2.100030303001404}, {'batch_size': 3, 'throughput': 1.0171928725339385, 'latency_mean': 2.9453298938274384, 'latency_p50': 2.9645626544952393, 'latency_p90': 3.290054774284363}, {'batch_size': 5, 'throughput': 1.2675624323956203, 'latency_mean': 3.9190802550315857, 'latency_p50': 3.877336859703064, 'latency_p90': 4.5317402362823485}, {'batch_size': 6, 'throughput': 1.3616274947893037, 'latency_mean': 4.39242400765419, 'latency_p50': 4.399272680282593, 'latency_p90': 4.989486265182495}, {'batch_size': 8, 'throughput': 1.4710176352498516, 'latency_mean': 5.406774227619171, 'latency_p50': 5.451676726341248, 'latency_p90': 6.07269332408905}, {'batch_size': 10, 'throughput': 1.5166771937432075, 'latency_mean': 6.551895596981049, 'latency_p50': 6.592074871063232, 'latency_p90': 7.438277912139893}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-24bsft-_33397_v2
is_internal_developer: False
language_model: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta25_data02ep_seq80_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.23
us_pacific_date: 2025-09-04
win_ratio: 0.5530666666666667
generation_params: {'temperature': 0.65, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1280, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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 MKMLizer
Starting job with name chaiml-grpo-nis-24bsft-33397-v2-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-33397-v2-mkmlizer to finish
Failed to get response for submission blend_pikok_2025-08-21: HTTPConnectionPool(host='chaiml-0sw-95p-5ff-rin-63828-v26-predictor.tenant-chaiml-guanaco.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: Downloaded to shared memory in 123.263s
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta25_data02ep_seq80_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpya64hq9r, device:0
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-exp-grpo-cp312-_36146_v14/predict', '{"detail":"list index out of range"}')
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: quantized model in 287.749s
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta25_data02ep_seq80_merged in 411.012s
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-33397-v2/nvidia
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-33397-v2/nvidia/config.json
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-33397-v2/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-33397-v2/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-33397-v2/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-33397-v2/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-33397-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-33397-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-33397-v2-mkmlizer completed after 476.01s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-33397-v2-mkmlizer
Pipeline stage MKMLizer completed in 476.55s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.61s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-24bsft-33397-v2
Waiting for inference service chaiml-grpo-nis-24bsft-33397-v2 to be ready
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-grpo-nis-24bsft-33397-v2 ready after 60.095261335372925s
Pipeline stage MKMLDeployer completed in 60.64s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.01139497756958s
Received healthy response to inference request in 2.0192317962646484s
Received healthy response to inference request in 1.8627009391784668s
Received healthy response to inference request in 1.8751637935638428s
Received healthy response to inference request in 2.085900068283081s
5 requests
0 failed requests
5th percentile: 1.865193510055542
10th percentile: 1.8676860809326172
20th percentile: 1.8726712226867677
30th percentile: 1.9024100303649902
40th percentile: 1.9569025039672852
50th percentile: 2.01139497756958
60th percentile: 2.0145297050476074
70th percentile: 2.0176644325256348
80th percentile: 2.032565450668335
90th percentile: 2.059232759475708
95th percentile: 2.0725664138793944
99th percentile: 2.0832333374023437
mean time: 1.9708783149719238
Pipeline stage StressChecker completed in 11.80s
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 0.78s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.76s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_33397_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-24bsft-33397-v2-profiler
Waiting for inference service chaiml-grpo-nis-24bsft-33397-v2-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2802.35s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_33397_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-_33397_v2 status is now torndown due to DeploymentManager action