chaiml-grpo-nis-12bsft_56492

developer_uid: zonemercy
submission_id: chaiml-grpo-nis-12bsft_56492_v21
model_name: chaiml-grpo-nis-12bsft_56492_v21
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-10-08T21:33:38+00:00
num_battles: 6159
num_wins: 3190
celo_rating: 1297.05
family_friendly_score: 0.516
family_friendly_standard_error: 0.007067446497851964
submission_type: basic
model_repo: ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.8869921762365386, 'latency_mean': 1.1273089730739594, 'latency_p50': 1.124521255493164, 'latency_p90': 1.247549867630005}, {'batch_size': 4, 'throughput': 2.0508145426849773, 'latency_mean': 1.9424031138420106, 'latency_p50': 1.939734697341919, 'latency_p90': 2.1762282133102415}, {'batch_size': 5, 'throughput': 2.185585305627262, 'latency_mean': 2.271436346769333, 'latency_p50': 2.2603083848953247, 'latency_p90': 2.516464304924011}, {'batch_size': 8, 'throughput': 2.5918595203716097, 'latency_mean': 3.0610149335861205, 'latency_p50': 3.0700188875198364, 'latency_p90': 3.455476498603821}, {'batch_size': 10, 'throughput': 2.7388558098760107, 'latency_mean': 3.6123424530029298, 'latency_p50': 3.590096950531006, 'latency_p90': 4.156856870651245}, {'batch_size': 12, 'throughput': 2.7856184863781936, 'latency_mean': 4.270401387214661, 'latency_p50': 4.3042110204696655, 'latency_p90': 4.7963834524154665}, {'batch_size': 15, 'throughput': 2.8754384597284304, 'latency_mean': 5.165981862545014, 'latency_p50': 5.234560012817383, 'latency_p90': 5.970831894874573}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsft_56492_v21
is_internal_developer: True
language_model: ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged
model_size: 13B
ranking_group: single
throughput_3p7s: 2.77
us_pacific_date: 2025-10-08
win_ratio: 0.5179412242247118
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.15, 'frequency_penalty': 0.15, 'stopping_words': ['\n', '###', 'You:', '</s>'], 'max_input_tokens': 1280, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', '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-12bsft-56492-v21-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsft-56492-v21-mkmlizer to finish
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: Downloaded to shared memory in 27.668s
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkk9gpupo, device:0
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v21/nvidia
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v21/nvidia/config.json
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v21/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v21/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v21/nvidia/tokenizer.json
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v21/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsft-56492-v21-mkmlizer: 
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Job chaiml-grpo-nis-12bsft-56492-v21-mkmlizer completed after 227.18s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsft-56492-v21-mkmlizer
Pipeline stage MKMLizer completed in 227.83s
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-12bsft-56492-v21
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v21 to be ready
Tearing down inference service chaiml-grpo-nis-12bsft-56492-v21
%s, retrying in %s seconds...
Creating inference service chaiml-grpo-nis-12bsft-56492-v21
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v21 to be ready
Inference service chaiml-grpo-nis-12bsft-56492-v21 ready after 60.334956884384155s
Pipeline stage MKMLDeployer completed in 71.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4173681735992432s
Received healthy response to inference request in 1.3393821716308594s
Received healthy response to inference request in 1.0971896648406982s
Received healthy response to inference request in 1.4773139953613281s
Received healthy response to inference request in 1.6244757175445557s
5 requests
0 failed requests
5th percentile: 1.1456281661987304
10th percentile: 1.1940666675567626
20th percentile: 1.2909436702728272
30th percentile: 1.3549793720245362
40th percentile: 1.3861737728118897
50th percentile: 1.4173681735992432
60th percentile: 1.4413465023040772
70th percentile: 1.465324831008911
80th percentile: 1.5067463397979737
90th percentile: 1.5656110286712646
95th percentile: 1.5950433731079101
99th percentile: 1.6185892486572266
mean time: 1.391145944595337
Pipeline stage StressChecker completed in 8.31s
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 0.69s
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 0.72s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v21 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 2077.34s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v21 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsft_56492_v21 status is now torndown due to DeploymentManager action