chaiml-grpo-nis-12bsftqw_4593

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12bsftqw_4593_v2
model_name: chaiml-grpo-nis-12bsftqw_4593_v2
model_group: ChaiML/grpo_nis_12bsftqw
status: torndown
timestamp: 2025-07-25T07:12:49+00:00
num_battles: 6454
num_wins: 3384
celo_rating: 1303.87
family_friendly_score: 0.5294
family_friendly_standard_error: 0.0070588333313657435
submission_type: basic
model_repo: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s11750_kd24_kl06
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1536
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5855199976145907, 'latency_mean': 1.7077593231201171, 'latency_p50': 1.7179279327392578, 'latency_p90': 1.8584736585617065}, {'batch_size': 3, 'throughput': 0.9293561980871203, 'latency_mean': 3.2199780881404876, 'latency_p50': 3.221032977104187, 'latency_p90': 3.4975849628448485}, {'batch_size': 5, 'throughput': 1.0502943892760306, 'latency_mean': 4.735020521879196, 'latency_p50': 4.73643946647644, 'latency_p90': 5.377387976646423}, {'batch_size': 6, 'throughput': 1.0882451756468796, 'latency_mean': 5.491203306913376, 'latency_p50': 5.483809947967529, 'latency_p90': 6.1533259630203245}, {'batch_size': 10, 'throughput': 1.1376567597868428, 'latency_mean': 8.727434270381927, 'latency_p50': 8.781420230865479, 'latency_p90': 9.801529169082642}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12bsftqw_4593_v2
is_internal_developer: False
language_model: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s11750_kd24_kl06
model_size: 13B
ranking_group: single
throughput_3p7s: 0.98
us_pacific_date: 2025-07-25
win_ratio: 0.5243259993802293
generation_params: {'temperature': 1.0, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n'], 'max_input_tokens': 1536, '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-12bsftqw-4593-v2-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer to finish
Failed to get response for submission chaiml-grpo-nis-12bsftqw_4593_v1: HTTPConnectionPool(host='chaiml-grpo-nis-12bsftqw-4593-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: Downloaded to shared memory in 32.756s
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: Checking if ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s11750_kd24_kl06 already exists in ChaiML
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpu82yvzzf, device:0
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: quantized model in 160.311s
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: Processed model ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s11750_kd24_kl06 in 193.067s
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v2/nvidia
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v2/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v2/nvidia/config.json
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v2/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v2/nvidia/tokenizer.json
chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer completed after 314.04s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsftqw-4593-v2-mkmlizer
Pipeline stage MKMLizer completed in 315.84s
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-12bsftqw-4593-v2
Waiting for inference service chaiml-grpo-nis-12bsftqw-4593-v2 to be ready
Inference service chaiml-grpo-nis-12bsftqw-4593-v2 ready after 191.11837792396545s
Pipeline stage MKMLDeployer completed in 191.93s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.150729179382324s
Received healthy response to inference request in 1.9089596271514893s
Received healthy response to inference request in 3.116223096847534s
Received healthy response to inference request in 2.89849591255188s
5 requests
1 failed requests
5th percentile: 1.9573135375976562
10th percentile: 2.0056674480438232
20th percentile: 2.1023752689361572
30th percentile: 2.300282526016235
40th percentile: 2.5993892192840575
50th percentile: 2.89849591255188
60th percentile: 2.9855867862701415
70th percentile: 3.072677659988403
80th percentile: 6.5262092113494905
90th percentile: 13.346181440353394
95th percentile: 16.756167554855345
99th percentile: 19.484156446456907
mean time: 6.048112297058106
%s, retrying in %s seconds...
Received healthy response to inference request in 1.4471311569213867s
Received healthy response to inference request in 1.8360061645507812s
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', '')
Received healthy response to inference request in 1.6706132888793945s
Received healthy response to inference request in 2.8197550773620605s
Received healthy response to inference request in 3.05277943611145s
5 requests
0 failed requests
5th percentile: 1.4918275833129884
10th percentile: 1.5365240097045898
20th percentile: 1.6259168624877929
30th percentile: 1.7036918640136718
40th percentile: 1.7698490142822265
50th percentile: 1.8360061645507812
60th percentile: 2.2295057296752927
70th percentile: 2.6230052947998046
80th percentile: 2.8663599491119385
90th percentile: 2.9595696926116943
95th percentile: 3.0061745643615723
99th percentile: 3.0434584617614746
mean time: 2.1652570247650145
Pipeline stage StressChecker completed in 45.94s
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 0.68s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftqw_4593_v2 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4558.01s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftqw_4593_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsftqw_4593_v2 status is now torndown due to DeploymentManager action