chaiml-grpo-nis-12bsftq_18788

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12bsftq_18788_v3
model_name: chaiml-grpo-nis-12bsftq_18788_v3
model_group: ChaiML/grpo_nis_12bsftqw
status: torndown
timestamp: 2025-07-25T22:27:45+00:00
num_battles: 5570
num_wins: 3098
celo_rating: 1302.99
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta40_rmens_stage21125_kd07_kl28
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': 0.6802862234853789, 'latency_mean': 1.4698652756214141, 'latency_p50': 1.4602729082107544, 'latency_p90': 1.6215511798858642}, {'batch_size': 3, 'throughput': 1.1487941839183005, 'latency_mean': 2.6055426740646364, 'latency_p50': 2.618804693222046, 'latency_p90': 2.845778727531433}, {'batch_size': 5, 'throughput': 1.3478250399955525, 'latency_mean': 3.702694776058197, 'latency_p50': 3.6851532459259033, 'latency_p90': 4.206043386459351}, {'batch_size': 6, 'throughput': 1.401221863765418, 'latency_mean': 4.265547057390213, 'latency_p50': 4.257470965385437, 'latency_p90': 4.886850523948669}, {'batch_size': 8, 'throughput': 1.459936005520706, 'latency_mean': 5.435684976577758, 'latency_p50': 5.412082672119141, 'latency_p90': 6.133957958221435}, {'batch_size': 10, 'throughput': 1.4737842724967773, 'latency_mean': 6.73108617901802, 'latency_p50': 6.770853638648987, 'latency_p90': 7.6016916036605835}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12bsftq_18788_v3
is_internal_developer: False
language_model: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta40_rmens_stage21125_kd07_kl28
model_size: 13B
ranking_group: single
throughput_3p7s: 1.35
us_pacific_date: 2025-07-25
win_ratio: 0.5561938958707361
generation_params: {'temperature': 1.15, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n', '###'], '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-12bsftq-18788-v3-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer to finish
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: Downloaded to shared memory in 34.015s
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: Checking if ChaiML/grpo_nis_12bsftqwen_v4_cp_beta40_rmens_stage21125_kd07_kl28 already exists in ChaiML
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm3123jrt, device:0
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: quantized model in 163.278s
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: Processed model ChaiML/grpo_nis_12bsftqwen_v4_cp_beta40_rmens_stage21125_kd07_kl28 in 197.293s
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v3/nvidia
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v3/nvidia/config.json
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v3/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v3/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v3/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer: 
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Job chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer completed after 220.81s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsftq-18788-v3-mkmlizer
Pipeline stage MKMLizer completed in 221.36s
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-12bsftq-18788-v3
Waiting for inference service chaiml-grpo-nis-12bsftq-18788-v3 to be ready
Inference service chaiml-grpo-nis-12bsftq-18788-v3 ready after 191.9289288520813s
Pipeline stage MKMLDeployer completed in 192.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.411939859390259s
Received healthy response to inference request in 2.2407290935516357s
Received healthy response to inference request in 1.7217695713043213s
Received healthy response to inference request in 2.4765374660491943s
Received healthy response to inference request in 1.6270341873168945s
5 requests
0 failed requests
5th percentile: 1.6459812641143798
10th percentile: 1.6649283409118651
20th percentile: 1.702822494506836
30th percentile: 1.8255614757537841
40th percentile: 2.03314528465271
50th percentile: 2.2407290935516357
60th percentile: 2.309213399887085
70th percentile: 2.377697706222534
80th percentile: 2.424859380722046
90th percentile: 2.45069842338562
95th percentile: 2.463617944717407
99th percentile: 2.473953561782837
mean time: 2.095602035522461
Pipeline stage StressChecker completed in 12.01s
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 0.74s
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-12bsftq_18788_v3 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-12bsftq-18788-v3-profiler
Waiting for inference service chaiml-grpo-nis-12bsftq-18788-v3-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
%s, retrying in %s seconds...
Received signal 15, running shutdown handler
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 2180.61s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftq_18788_v3 status is now torndown due to DeploymentManager action