developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-o_7253_v2
model_name: chaiml-grpo-nis-24bsft-o_7253_v2
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-07T01:52:41+00:00
num_battles: 6290
num_wins: 3507
celo_rating: 1296.61
family_friendly_score: 0.569
family_friendly_standard_error: 0.007003413453452538
submission_type: basic
model_repo: ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5470751955847882, 'latency_mean': 1.8278056907653808, 'latency_p50': 1.8470635414123535, 'latency_p90': 2.01684033870697}, {'batch_size': 3, 'throughput': 1.1058948566596525, 'latency_mean': 2.7087602996826172, 'latency_p50': 2.7104402780532837, 'latency_p90': 2.982455778121948}, {'batch_size': 5, 'throughput': 1.4358193283386131, 'latency_mean': 3.469691046476364, 'latency_p50': 3.466113805770874, 'latency_p90': 3.980406618118286}, {'batch_size': 6, 'throughput': 1.5369793665544726, 'latency_mean': 3.8802597486972807, 'latency_p50': 3.8737633228302, 'latency_p90': 4.434466552734375}, {'batch_size': 8, 'throughput': 1.692010124667823, 'latency_mean': 4.698076857328415, 'latency_p50': 4.682465553283691, 'latency_p90': 5.342535305023193}, {'batch_size': 10, 'throughput': 1.7531200390904893, 'latency_mean': 5.660354821681977, 'latency_p50': 5.658840179443359, 'latency_p90': 6.472460508346558}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-24bsft-o_7253_v2
is_internal_developer: False
language_model: ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-06
win_ratio: 0.5575516693163752
generation_params: {'temperature': 0.55, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 1024, '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-o-7253-v2-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer to finish
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chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: Downloaded to shared memory in 67.116s
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_nbsked0, device:0
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: quantized model in 288.571s
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged in 355.687s
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v2/nvidia
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v2/nvidia/config.json
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v2/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v2/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v2/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v2/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer completed after 410.19s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-o-7253-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.64s
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-o-7253-v2
Waiting for inference service chaiml-grpo-nis-24bsft-o-7253-v2 to be ready
Inference service chaiml-grpo-nis-24bsft-o-7253-v2 ready after 60.09203052520752s
Pipeline stage MKMLDeployer completed in 61.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0279154777526855s
Received healthy response to inference request in 2.593502998352051s
Received healthy response to inference request in 1.9737939834594727s
Received healthy response to inference request in 1.8337326049804688s
Received healthy response to inference request in 1.6828253269195557s
5 requests
0 failed requests
5th percentile: 1.7130067825317383
10th percentile: 1.743188238143921
20th percentile: 1.803551149368286
30th percentile: 1.8617448806762695
40th percentile: 1.917769432067871
50th percentile: 1.9737939834594727
60th percentile: 1.9954425811767578
70th percentile: 2.017091178894043
80th percentile: 2.141032981872559
90th percentile: 2.3672679901123046
95th percentile: 2.4803854942321775
99th percentile: 2.570879497528076
mean time: 2.022354078292847
Pipeline stage StressChecker completed in 11.39s
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 0.67s
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 0.65s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-o_7253_v2 status is now deployed due to DeploymentManager action
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 2634.12s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-o_7253_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-o_7253_v2 status is now torndown due to DeploymentManager action