chaiml-grpo-nis-24bsft-_40496

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-_40496_v1
model_name: chaiml-grpo-nis-24bsft-_40496_v1
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-04T20:12:23+00:00
num_battles: 6243
num_wins: 3451
celo_rating: 1287.59
family_friendly_score: 0.5589999999999999
family_friendly_standard_error: 0.007021666468866205
submission_type: basic
model_repo: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 64
reward_model: default
display_name: chaiml-grpo-nis-24bsft-_40496_v1
is_internal_developer: False
language_model: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged
model_size: 24B
ranking_group: single
us_pacific_date: 2025-09-04
win_ratio: 0.5527791126061189
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_end|>', '\n', '<|im_start|>'], 'max_input_tokens': 1800, '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-grpo-nis-24bsft-40496-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-40496-v1-mkmlizer to finish
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chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: Downloaded to shared memory in 68.174s
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0hwj09jx, device:0
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-0sw-95p-5ff-rin_63828_v19/predict', '{"detail":"list index out of range"}')
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: quantized model in 287.996s
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged in 356.171s
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v1/nvidia
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v1/nvidia/config.json
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v1/nvidia/tokenizer.json
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chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v1/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v1/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-24bsft-40496-v1-mkmlizer: 
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Job chaiml-grpo-nis-24bsft-40496-v1-mkmlizer completed after 453.5s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-40496-v1-mkmlizer
Pipeline stage MKMLizer completed in 454.00s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-24bsft-40496-v1
Waiting for inference service chaiml-grpo-nis-24bsft-40496-v1 to be ready
Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p-_18713_v1/predict', '{"detail":"list index out of range"}')
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-grpo-nis-24bsft-40496-v1 ready after 100.13285064697266s
Pipeline stage MKMLDeployer completed in 100.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.089364767074585s
Received healthy response to inference request in 1.9968390464782715s
Received healthy response to inference request in 1.8897147178649902s
Received healthy response to inference request in 1.8687663078308105s
Received healthy response to inference request in 1.6748356819152832s
5 requests
0 failed requests
5th percentile: 1.7136218070983886
10th percentile: 1.752407932281494
20th percentile: 1.8299801826477051
30th percentile: 1.8729559898376464
40th percentile: 1.8813353538513184
50th percentile: 1.8897147178649902
60th percentile: 1.9325644493103027
70th percentile: 1.9754141807556151
80th percentile: 2.015344190597534
90th percentile: 2.0523544788360595
95th percentile: 2.0708596229553224
99th percentile: 2.0856637382507324
mean time: 1.903904104232788
Pipeline stage StressChecker completed in 10.97s
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 0.72s
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 0.66s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_40496_v1 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-24bsft-40496-v1-profiler
Waiting for inference service chaiml-grpo-nis-24bsft-40496-v1-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 3058.05s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_40496_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-_40496_v1 status is now torndown due to DeploymentManager action