chaiml-grpo-nis-12bsft_56492

developer_uid: zonemercy
submission_id: chaiml-grpo-nis-12bsft_56492_v20
model_name: chaiml-grpo-nis-12bsft_56492_v20
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-10-08T13:30:43+00:00
num_battles: 5853
num_wins: 3440
celo_rating: 1294.42
family_friendly_score: 0.5226
family_friendly_standard_error: 0.007063840881560116
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': 0.87621621391486, 'latency_mean': 1.1411513793468475, 'latency_p50': 1.137722373008728, 'latency_p90': 1.2617197275161742}, {'batch_size': 4, 'throughput': 2.0450618811643433, 'latency_mean': 1.9511719715595246, 'latency_p50': 1.964796781539917, 'latency_p90': 2.1997848987579345}, {'batch_size': 5, 'throughput': 2.2243889615766936, 'latency_mean': 2.23947212100029, 'latency_p50': 2.2432656288146973, 'latency_p90': 2.495330047607422}, {'batch_size': 8, 'throughput': 2.5939821156597653, 'latency_mean': 3.060636636018753, 'latency_p50': 3.0796185731887817, 'latency_p90': 3.4367371320724485}, {'batch_size': 10, 'throughput': 2.7143603325210224, 'latency_mean': 3.660179580450058, 'latency_p50': 3.6869882345199585, 'latency_p90': 4.092422080039978}, {'batch_size': 12, 'throughput': 2.7928091986842576, 'latency_mean': 4.257958828210831, 'latency_p50': 4.263533115386963, 'latency_p90': 4.862894058227539}, {'batch_size': 15, 'throughput': 2.862678049175531, 'latency_mean': 5.17467033624649, 'latency_p50': 5.212305426597595, 'latency_p90': 6.038424301147461}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsft_56492_v20
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: 2.74
us_pacific_date: 2025-10-08
win_ratio: 0.5877327866051597
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': ['You:', '</s>', '\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-v20-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsft-56492-v20-mkmlizer to finish
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: Downloaded to shared memory in 33.396s
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjihtycn7, device:0
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v20-mkmlizer: quantized model in 144.366s
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 177.763s
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v20/nvidia
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v20/nvidia/config.json
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v20/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v20/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v20/nvidia/tokenizer.json
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v20/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsft-56492-v20-mkmlizer: 
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Job chaiml-grpo-nis-12bsft-56492-v20-mkmlizer completed after 246.63s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsft-56492-v20-mkmlizer
Pipeline stage MKMLizer completed in 247.39s
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-v20
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v20 to be ready
Inference service chaiml-grpo-nis-12bsft-56492-v20 ready after 60.35571098327637s
Pipeline stage MKMLDeployer completed in 60.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5674896240234375s
Received healthy response to inference request in 1.0990879535675049s
Received healthy response to inference request in 1.0908875465393066s
Received healthy response to inference request in 1.0693914890289307s
Received healthy response to inference request in 1.2485308647155762s
5 requests
0 failed requests
5th percentile: 1.073690700531006
10th percentile: 1.0779899120330811
20th percentile: 1.0865883350372314
30th percentile: 1.0925276279449463
40th percentile: 1.0958077907562256
50th percentile: 1.0990879535675049
60th percentile: 1.1588651180267333
70th percentile: 1.218642282485962
80th percentile: 1.3123226165771484
90th percentile: 1.439906120300293
95th percentile: 1.5036978721618652
99th percentile: 1.554731273651123
mean time: 1.2150774955749513
Pipeline stage StressChecker completed in 7.34s
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 0.63s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v20 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 2123.93s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v20 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsft_56492_v20 status is now torndown due to DeploymentManager action