chaiml-grpo-nis-12bsftj_56492

developer_uid: fanghan0520
submission_id: chaiml-grpo-nis-12bsftj_56492_v9
model_name: chaiml-grpo-nis-12bsftj_56492_v9
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-09-09T22:41:22+00:00
num_battles: 5237
num_wins: 2847
celo_rating: 1294.6
family_friendly_score: 0.5178
family_friendly_standard_error: 0.007066585597019256
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: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.9378638113009078, 'latency_mean': 1.0661327278614043, 'latency_p50': 1.0630576610565186, 'latency_p90': 1.1873623609542847}, {'batch_size': 5, 'throughput': 2.4425823999157212, 'latency_mean': 2.0352219486236574, 'latency_p50': 2.02352237701416, 'latency_p90': 2.262245225906372}, {'batch_size': 10, 'throughput': 3.0438570778421528, 'latency_mean': 3.2460767316818235, 'latency_p50': 3.2367899417877197, 'latency_p90': 3.7213974237442016}, {'batch_size': 15, 'throughput': 3.22594674261044, 'latency_mean': 4.57701442360878, 'latency_p50': 4.595452427864075, 'latency_p90': 5.409011173248291}, {'batch_size': 20, 'throughput': 3.282147644183514, 'latency_mean': 5.994896696805954, 'latency_p50': 5.994503021240234, 'latency_p90': 6.961831903457641}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsftj_56492_v9
is_internal_developer: False
language_model: ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged
model_size: 13B
ranking_group: single
throughput_3p7s: 3.16
us_pacific_date: 2025-09-09
win_ratio: 0.5436318502959709
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
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-12bsftj-56492-v9-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer to finish
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: Downloaded to shared memory in 16.172s
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6a54i03e, device:0
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: quantized model in 145.951s
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 162.124s
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v9/nvidia
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v9/nvidia/config.json
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v9/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v9/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v9/nvidia/tokenizer.json
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v9/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer: 
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Job chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer completed after 196.69s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsftj-56492-v9-mkmlizer
Pipeline stage MKMLizer completed in 197.11s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-12bsftj-56492-v9
Waiting for inference service chaiml-grpo-nis-12bsftj-56492-v9 to be ready
Inference service chaiml-grpo-nis-12bsftj-56492-v9 ready after 100.14029884338379s
Pipeline stage MKMLDeployer completed in 100.64s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.3422517776489258s
Received healthy response to inference request in 1.1358537673950195s
Received healthy response to inference request in 1.146662950515747s
Received healthy response to inference request in 0.9560003280639648s
Received healthy response to inference request in 1.1877129077911377s
5 requests
0 failed requests
5th percentile: 0.9919710159301758
10th percentile: 1.0279417037963867
20th percentile: 1.0998830795288086
30th percentile: 1.1380156040191651
40th percentile: 1.142339277267456
50th percentile: 1.146662950515747
60th percentile: 1.1630829334259034
70th percentile: 1.1795029163360595
80th percentile: 1.2186206817626954
90th percentile: 1.2804362297058105
95th percentile: 1.311344003677368
99th percentile: 1.3360702228546142
mean time: 1.153696346282959
Pipeline stage StressChecker completed in 7.27s
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 0.69s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftj_56492_v9 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 0.12s
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-12bsftj-56492-v9-profiler
Waiting for inference service chaiml-grpo-nis-12bsftj-56492-v9-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 2159.95s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftj_56492_v9 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsftj_56492_v9 status is now torndown due to DeploymentManager action