chaiml-grpo-nis-24bsft-o_7253

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-o_7253_v1
model_name: chaiml-grpo-nis-24bsft-o_7253_v1
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-07T01:52:29+00:00
num_battles: 6278
num_wins: 3606
celo_rating: 1305.51
family_friendly_score: 0.5682
family_friendly_standard_error: 0.0070049805138915275
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: 1800
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.47788528179178397, 'latency_mean': 2.0924328339099882, 'latency_p50': 2.0738890171051025, 'latency_p90': 2.3085376024246216}, {'batch_size': 3, 'throughput': 0.8536193788391733, 'latency_mean': 3.508229047060013, 'latency_p50': 3.512325406074524, 'latency_p90': 3.818813133239746}, {'batch_size': 5, 'throughput': 1.025196924918609, 'latency_mean': 4.8562802004814145, 'latency_p50': 4.865608334541321, 'latency_p90': 5.597389912605285}, {'batch_size': 6, 'throughput': 1.0853232855103496, 'latency_mean': 5.50515841960907, 'latency_p50': 5.51302182674408, 'latency_p90': 6.351984810829163}, {'batch_size': 10, 'throughput': 1.1755496412435729, 'latency_mean': 8.448783644437789, 'latency_p50': 8.450403928756714, 'latency_p90': 9.597019839286805}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-24bsft-o_7253_v1
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: 0.89
us_pacific_date: 2025-09-06
win_ratio: 0.5743867473717744
generation_params: {'temperature': 0.55, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n'], 'max_input_tokens': 1800, '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-24bsft-o-7253-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer to finish
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: Downloaded to shared memory in 75.412s
chaiml-grpo-nis-24bsft-o-7253-v1-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-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpeds4g8nj, device:0
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: quantized model in 286.950s
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_s2_v1_cp_beta35_seq64_data2100_merged in 362.363s
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v1/nvidia
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v1/nvidia/config.json
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v1/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v1/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-o-7253-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer completed after 419.31s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-o-7253-v1-mkmlizer
Pipeline stage MKMLizer completed in 419.69s
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-v1
Waiting for inference service chaiml-grpo-nis-24bsft-o-7253-v1 to be ready
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-grpo-nis-24bsft-o-7253-v1 ready after 60.51548218727112s
Pipeline stage MKMLDeployer completed in 60.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.292154550552368s
Received healthy response to inference request in 2.4174959659576416s
Received healthy response to inference request in 1.8509914875030518s
Received healthy response to inference request in 1.9162352085113525s
Received healthy response to inference request in 1.6831402778625488s
5 requests
0 failed requests
5th percentile: 1.7167105197906494
10th percentile: 1.75028076171875
20th percentile: 1.8174212455749512
30th percentile: 1.864040231704712
40th percentile: 1.8901377201080323
50th percentile: 1.9162352085113525
60th percentile: 2.066602945327759
70th percentile: 2.216970682144165
80th percentile: 2.317222833633423
90th percentile: 2.3673593997955322
95th percentile: 2.392427682876587
99th percentile: 2.4124823093414305
mean time: 2.0320034980773927
Pipeline stage StressChecker completed in 11.54s
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 0.69s
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_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 0.13s
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-24bsft-o-7253-v1-profiler
Waiting for inference service chaiml-grpo-nis-24bsft-o-7253-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 2872.81s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-o_7253_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-o_7253_v1 status is now torndown due to DeploymentManager action