developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-o_7253_v4
model_name: chaiml-grpo-nis-24bsft-o_7253_v4
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-08T20:29:28+00:00
num_battles: 5602
num_wins: 3321
celo_rating: 1324.3
family_friendly_score: 0.5469999999999999
family_friendly_standard_error: 0.007039758518585705
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: 72
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.49741517619453857, 'latency_mean': 2.0102702355384827, 'latency_p50': 2.0135927200317383, 'latency_p90': 2.19822735786438}, {'batch_size': 3, 'throughput': 1.0198143294389819, 'latency_mean': 2.9352928829193115, 'latency_p50': 2.9570504426956177, 'latency_p90': 3.1986750602722167}, {'batch_size': 5, 'throughput': 1.3169519131667613, 'latency_mean': 3.7777991497516634, 'latency_p50': 3.7634124755859375, 'latency_p90': 4.223346161842346}, {'batch_size': 6, 'throughput': 1.4078498630032115, 'latency_mean': 4.232833276987076, 'latency_p50': 4.254844307899475, 'latency_p90': 4.768033719062805}, {'batch_size': 8, 'throughput': 1.5465425352284294, 'latency_mean': 5.1408880114555355, 'latency_p50': 5.098442912101746, 'latency_p90': 5.740392398834229}, {'batch_size': 10, 'throughput': 1.6275804270537944, 'latency_mean': 6.087456394433975, 'latency_p50': 6.088237524032593, 'latency_p90': 7.086394166946411}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-24bsft-o_7253_v4
ineligible_reason: max_output_tokens!=64
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: 1.3
us_pacific_date: 2025-09-08
win_ratio: 0.5928239914316316
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 72}
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-24bsft-o-7253-v4-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer to finish
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: Downloaded to shared memory in 34.531s
chaiml-grpo-nis-24bsft-o-7253-v4-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-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpure0bbl_, device:0
chaiml-grpo-nis-24bsft-o-7253-v4-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', '')
HTTP Request: %s %s "%s %d %s"
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-24bsft-o-7253-v4-mkmlizer: quantized model in 287.848s
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged in 322.380s
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v4/nvidia
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v4/nvidia/config.json
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v4/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v4/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v4/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v4/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer completed after 360.09s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-o-7253-v4-mkmlizer
Pipeline stage MKMLizer completed in 360.56s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.28s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-24bsft-o-7253-v4
Waiting for inference service chaiml-grpo-nis-24bsft-o-7253-v4 to be ready
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', '')
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', '')
Inference service chaiml-grpo-nis-24bsft-o-7253-v4 ready after 90.69849061965942s
Pipeline stage MKMLDeployer completed in 91.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2474844455718994s
Received healthy response to inference request in 1.8396632671356201s
Received healthy response to inference request in 2.6352157592773438s
Received healthy response to inference request in 2.563441276550293s
Received healthy response to inference request in 1.879868507385254s
5 requests
0 failed requests
5th percentile: 1.8477043151855468
10th percentile: 1.8557453632354737
20th percentile: 1.8718274593353272
30th percentile: 1.953391695022583
40th percentile: 2.1004380702972414
50th percentile: 2.2474844455718994
60th percentile: 2.3738671779632567
70th percentile: 2.500249910354614
80th percentile: 2.5777961730957033
90th percentile: 2.6065059661865235
95th percentile: 2.6208608627319334
99th percentile: 2.6323447799682618
mean time: 2.233134651184082
Pipeline stage StressChecker completed in 12.70s
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 0.67s
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 0.70s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-o_7253_v4 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-24bsft-o-7253-v4-profiler
Waiting for inference service chaiml-grpo-nis-24bsft-o-7253-v4-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 3008.78s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-o_7253_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-o_7253_v4 status is now torndown due to DeploymentManager action