chaiml-grpo-nis-12bsft_56492

developer_uid: zonemercy
submission_id: chaiml-grpo-nis-12bsft_56492_v14
model_name: chaiml-grpo-nis-12bsft_56492_v14
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-10-02T21:14:13+00:00
num_battles: 5779
num_wins: 2923
celo_rating: 1295.05
family_friendly_score: 0.515
family_friendly_standard_error: 0.007067885115082163
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': 0.8872732613135155, 'latency_mean': 1.1269503617286682, 'latency_p50': 1.1279023885726929, 'latency_p90': 1.2538396835327148}, {'batch_size': 4, 'throughput': 2.031972046586942, 'latency_mean': 1.9604805850982665, 'latency_p50': 1.9591052532196045, 'latency_p90': 2.1493863344192503}, {'batch_size': 5, 'throughput': 2.188178325569437, 'latency_mean': 2.2707024359703065, 'latency_p50': 2.2828543186187744, 'latency_p90': 2.515039587020874}, {'batch_size': 8, 'throughput': 2.574088310225098, 'latency_mean': 3.084627321958542, 'latency_p50': 3.0786521434783936, 'latency_p90': 3.4331082105636597}, {'batch_size': 10, 'throughput': 2.6801593430305215, 'latency_mean': 3.688662019968033, 'latency_p50': 3.70365571975708, 'latency_p90': 4.184439754486084}, {'batch_size': 12, 'throughput': 2.7883015124369046, 'latency_mean': 4.250637826919555, 'latency_p50': 4.214959383010864, 'latency_p90': 4.926755142211914}, {'batch_size': 15, 'throughput': 2.8335491753788977, 'latency_mean': 5.218393892049789, 'latency_p50': 5.315587282180786, 'latency_p90': 6.031030702590942}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsft_56492_v14
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: 2.71
us_pacific_date: 2025-10-02
win_ratio: 0.5057968506662053
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': ['###', '</s>', 'You:', '\n'], '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-v14-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsft-56492-v14-mkmlizer to finish
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: Downloaded to shared memory in 35.488s
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7nadwfwl, device:0
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: quantized model in 145.040s
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 180.528s
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v14/nvidia
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v14/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v14/nvidia/config.json
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v14/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v14/nvidia/tokenizer.json
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v14/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsft-56492-v14-mkmlizer: 
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Job chaiml-grpo-nis-12bsft-56492-v14-mkmlizer completed after 246.46s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsft-56492-v14-mkmlizer
Pipeline stage MKMLizer completed in 247.33s
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-v14
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v14 to be ready
Inference service chaiml-grpo-nis-12bsft-56492-v14 ready after 50.246238231658936s
Pipeline stage MKMLDeployer completed in 50.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.421496868133545s
Received healthy response to inference request in 1.391038179397583s
Received healthy response to inference request in 1.23286771774292s
Received healthy response to inference request in 1.181974172592163s
Received healthy response to inference request in 1.173752784729004s
5 requests
0 failed requests
5th percentile: 1.1753970623016357
10th percentile: 1.1770413398742676
20th percentile: 1.1803298950195313
30th percentile: 1.1921528816223144
40th percentile: 1.2125102996826171
50th percentile: 1.23286771774292
60th percentile: 1.2961359024047852
70th percentile: 1.3594040870666504
80th percentile: 1.5971299171447755
90th percentile: 2.0093133926391604
95th percentile: 2.2154051303863525
99th percentile: 2.3802785205841066
mean time: 1.4802259445190429
Pipeline stage StressChecker completed in 9.42s
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 0.65s
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 0.68s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v14 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 2440.73s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v14 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsft_56492_v14 status is now torndown due to DeploymentManager action