chaiml-grpo-nis-12bsftq_18788

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12bsftq_18788_v1
model_name: chaiml-grpo-nis-12bsftq_18788_v1
model_group: ChaiML/grpo_nis_12bsftqw
status: torndown
timestamp: 2025-07-25T17:55:56+00:00
num_battles: 6540
num_wins: 3530
celo_rating: 1314.05
family_friendly_score: 0.5324
family_friendly_standard_error: 0.007056206346189147
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: 1536
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5927481784708838, 'latency_mean': 1.6869321417808534, 'latency_p50': 1.6783546209335327, 'latency_p90': 1.8508155345916748}, {'batch_size': 3, 'throughput': 0.9322238791420445, 'latency_mean': 3.2119850611686704, 'latency_p50': 3.2533780336380005, 'latency_p90': 3.52313232421875}, {'batch_size': 5, 'throughput': 1.0580606380751658, 'latency_mean': 4.707818536758423, 'latency_p50': 4.706750869750977, 'latency_p90': 5.317261385917663}, {'batch_size': 6, 'throughput': 1.0904922299213797, 'latency_mean': 5.485431600809097, 'latency_p50': 5.458786964416504, 'latency_p90': 6.2307672023773195}, {'batch_size': 10, 'throughput': 1.1468815953302192, 'latency_mean': 8.661964881420136, 'latency_p50': 8.678202629089355, 'latency_p90': 9.746522569656372}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12bsftq_18788_v1
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: 0.99
us_pacific_date: 2025-07-25
win_ratio: 0.5397553516819572
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|>', '\n', '<|im_end|>'], '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-12bsftq-18788-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer to finish
Failed to get response for submission chaiml-nis-8b-v1-llama3_58204_v1: HTTPConnectionPool(host='chaiml-nis-8b-v1-llama3-58204-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-nis-8b-v1-llama3_58204_v1: HTTPConnectionPool(host='chaiml-nis-8b-v1-llama3-58204-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-nis-8b-v1-llama3_58204_v1: HTTPConnectionPool(host='chaiml-nis-8b-v1-llama3-58204-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-v1-mkmlizer: Downloaded to shared memory in 40.407s
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: Checking if ChaiML/grpo_nis_12bsftqwen_v4_cp_beta40_rmens_stage21125_kd07_kl28 already exists in ChaiML
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq5fdvj_s, device:0
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-nis-8b-v1-llama3_58204_v1: HTTPConnectionPool(host='chaiml-nis-8b-v1-llama3-58204-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: quantized model in 165.633s
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: Processed model ChaiML/grpo_nis_12bsftqwen_v4_cp_beta40_rmens_stage21125_kd07_kl28 in 206.041s
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v1/nvidia
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v1/nvidia/config.json
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v1/nvidia/tokenizer.json
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-18788-v1/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer: 
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Job chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer completed after 333.79s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsftq-18788-v1-mkmlizer
Pipeline stage MKMLizer completed in 334.28s
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-12bsftq-18788-v1
Waiting for inference service chaiml-grpo-nis-12bsftq-18788-v1 to be ready
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', '')
Failed to get response for submission chaiml-nis-8b-v1-llama3_58204_v1: HTTPConnectionPool(host='chaiml-nis-8b-v1-llama3-58204-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-grpo-nis-12bsftq-18788-v1 ready after 190.675213098526s
Pipeline stage MKMLDeployer completed in 191.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.335871934890747s
Received healthy response to inference request in 1.926342248916626s
Received healthy response to inference request in 1.4139468669891357s
Received healthy response to inference request in 1.6341283321380615s
Received healthy response to inference request in 1.598198413848877s
5 requests
0 failed requests
5th percentile: 1.450797176361084
10th percentile: 1.4876474857330322
20th percentile: 1.5613481044769286
30th percentile: 1.605384397506714
40th percentile: 1.6197563648223876
50th percentile: 1.6341283321380615
60th percentile: 1.7510138988494872
70th percentile: 1.8678994655609131
80th percentile: 2.2082481861114505
90th percentile: 2.772060060501099
95th percentile: 3.0539659976959226
99th percentile: 3.2794907474517823
mean time: 1.9816975593566895
Pipeline stage StressChecker completed in 11.25s
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 0.68s
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 0.78s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftq_18788_v1 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 0.15s
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-12bsftq-18788-v1-profiler
Waiting for inference service chaiml-grpo-nis-12bsftq-18788-v1-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 3117.40s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftq_18788_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsftq_18788_v1 status is now torndown due to DeploymentManager action