developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-o_7253_v5
model_name: chaiml-grpo-nis-24bsft-o_7253_v5
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-29T21:25:11+00:00
num_battles: 5833
num_wins: 3172
celo_rating: 1299.96
family_friendly_score: 0.5740000000000001
family_friendly_standard_error: 0.006993196693930466
submission_type: basic
model_repo: ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5467347176743206, 'latency_mean': 1.8289133822917938, 'latency_p50': 1.8300179243087769, 'latency_p90': 2.0425693511962892}, {'batch_size': 3, 'throughput': 1.0975379643025613, 'latency_mean': 2.7184605598449707, 'latency_p50': 2.7181344032287598, 'latency_p90': 2.9840044260025023}, {'batch_size': 5, 'throughput': 1.404550794147341, 'latency_mean': 3.5387401354312895, 'latency_p50': 3.559423804283142, 'latency_p90': 3.8795106172561646}, {'batch_size': 6, 'throughput': 1.5181483828228706, 'latency_mean': 3.925503261089325, 'latency_p50': 3.9073171615600586, 'latency_p90': 4.463311648368835}, {'batch_size': 8, 'throughput': 1.671844708076344, 'latency_mean': 4.765820225477219, 'latency_p50': 4.754808306694031, 'latency_p90': 5.472979807853699}, {'batch_size': 10, 'throughput': 1.7595167920029458, 'latency_mean': 5.6395068514347075, 'latency_p50': 5.633159399032593, 'latency_p90': 6.3986807584762575}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-24bsft-o_7253_v5
is_internal_developer: False
language_model: ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-29
win_ratio: 0.5438025030001714
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['</s>', '<|im_start|>', '<|im_end|>', '###', '\n', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly\n{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-24bsft-o-7253-v5-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer to finish
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: Downloaded to shared memory in 52.204s
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmps61uyyjp, device:0
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-smallbase-nis-mu_14714_v2: HTTPConnectionPool(host='chaiml-smallbase-nis-mu-14714-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: quantized model in 285.742s
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged in 337.946s
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v5/nvidia
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v5/nvidia/config.json
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v5/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v5/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v5/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v5/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer completed after 408.54s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-o-7253-v5-mkmlizer
Pipeline stage MKMLizer completed in 409.05s
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-24bsft-o-7253-v5
Waiting for inference service chaiml-grpo-nis-24bsft-o-7253-v5 to be ready
Inference service chaiml-grpo-nis-24bsft-o-7253-v5 ready after 60.68343949317932s
Pipeline stage MKMLDeployer completed in 61.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4744110107421875s
Received healthy response to inference request in 2.6726224422454834s
Received healthy response to inference request in 2.1838338375091553s
Received healthy response to inference request in 2.2176332473754883s
Received healthy response to inference request in 2.1077048778533936s
5 requests
0 failed requests
5th percentile: 2.122930669784546
10th percentile: 2.138156461715698
20th percentile: 2.168608045578003
30th percentile: 2.190593719482422
40th percentile: 2.204113483428955
50th percentile: 2.2176332473754883
60th percentile: 2.320344352722168
70th percentile: 2.4230554580688475
80th percentile: 2.514053297042847
90th percentile: 2.593337869644165
95th percentile: 2.632980155944824
99th percentile: 2.6646939849853517
mean time: 2.331241083145142
Pipeline stage StressChecker completed in 13.10s
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 0.71s
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-24bsft-o_7253_v5 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 5453.57s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-o_7253_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-o_7253_v5 status is now torndown due to DeploymentManager action