chaiml-grpo-nis-24bsft-_40496

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-_40496_v3
model_name: chaiml-grpo-nis-24bsft-_40496_v3
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-04T20:30:41+00:00
num_battles: 6236
num_wins: 3394
celo_rating: 1286.14
family_friendly_score: 0.558
family_friendly_standard_error: 0.007023332542319209
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: 768
max_output_tokens: 64
reward_model: default
display_name: chaiml-grpo-nis-24bsft-_40496_v3
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: 0.5442591404746633
generation_params: {'temperature': 0.75, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n'], 'max_input_tokens': 768, '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-40496-v3-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-40496-v3-mkmlizer to finish
Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v20/predict', '{"detail":"list index out of range"}')
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: Downloaded to shared memory in 32.787s
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9tda58__, device:0
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: quantized model in 287.864s
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged in 320.651s
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v3/nvidia
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v3/nvidia/config.json
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v3/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v3/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v3/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v3/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-40496-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-40496-v3-mkmlizer completed after 420.33s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-40496-v3-mkmlizer
Pipeline stage MKMLizer completed in 420.73s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-24bsft-40496-v3
Waiting for inference service chaiml-grpo-nis-24bsft-40496-v3 to be ready
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission chaiml-nis-sft-24b-osmo_64694_v1: HTTPConnectionPool(host='chaiml-nis-sft-24b-osmo-64694-v1-predictor.tenant-chaiml-guanaco.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-grpo-nis-24bsft-40496-v3 ready after 90.0816445350647s
Pipeline stage MKMLDeployer completed in 90.60s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.26714825630188s
Received healthy response to inference request in 1.8018267154693604s
Received healthy response to inference request in 1.7488188743591309s
Received healthy response to inference request in 2.1297905445098877s
Received healthy response to inference request in 1.7015929222106934s
5 requests
0 failed requests
5th percentile: 1.7110381126403809
10th percentile: 1.7204833030700684
20th percentile: 1.7393736839294434
30th percentile: 1.7594204425811768
40th percentile: 1.7806235790252685
50th percentile: 1.8018267154693604
60th percentile: 1.9330122470855713
70th percentile: 2.0641977787017822
80th percentile: 2.157262086868286
90th percentile: 2.212205171585083
95th percentile: 2.2396767139434814
99th percentile: 2.2616539478302
mean time: 1.9298354625701903
Pipeline stage StressChecker completed in 11.25s
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 0.97s
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 0.63s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_40496_v3 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-24bsft-40496-v3-profiler
Waiting for inference service chaiml-grpo-nis-24bsft-40496-v3-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 2838.55s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_40496_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-_40496_v3 status is now torndown due to DeploymentManager action