chaiml-grpo-nis-12bsft_56492

developer_uid: zonemercy
submission_id: chaiml-grpo-nis-12bsft_56492_v16
model_name: chaiml-grpo-nis-12bsft_56492_v16
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-10-07T04:55:44+00:00
num_battles: 5484
num_wins: 2814
celo_rating: 1298.36
family_friendly_score: 0.5174000000000001
family_friendly_standard_error: 0.007066784841779181
submission_type: basic
model_repo: ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.8823629356892672, 'latency_mean': 1.133192321062088, 'latency_p50': 1.1235777139663696, 'latency_p90': 1.2574779987335205}, {'batch_size': 4, 'throughput': 2.0584869557654235, 'latency_mean': 1.9375522744655609, 'latency_p50': 1.937886118888855, 'latency_p90': 2.201186418533325}, {'batch_size': 5, 'throughput': 2.221481005415402, 'latency_mean': 2.2332335078716277, 'latency_p50': 2.241586685180664, 'latency_p90': 2.5224366903305055}, {'batch_size': 8, 'throughput': 2.6059521747374914, 'latency_mean': 3.045553139448166, 'latency_p50': 3.0921218395233154, 'latency_p90': 3.3863571166992186}, {'batch_size': 10, 'throughput': 2.7048276384200336, 'latency_mean': 3.6603183710575102, 'latency_p50': 3.644400477409363, 'latency_p90': 4.203866696357727}, {'batch_size': 12, 'throughput': 2.802229655505901, 'latency_mean': 4.2333019411563875, 'latency_p50': 4.269396424293518, 'latency_p90': 4.896127414703369}, {'batch_size': 15, 'throughput': 2.9012320841584627, 'latency_mean': 5.112077326774597, 'latency_p50': 5.0585808753967285, 'latency_p90': 5.889607262611389}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsft_56492_v16
is_internal_developer: True
language_model: ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged
model_size: 13B
ranking_group: single
throughput_3p7s: 2.74
us_pacific_date: 2025-10-06
win_ratio: 0.513129102844639
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.15, 'frequency_penalty': 0.15, 'stopping_words': ['You:', '###', '</s>', '\n'], 'max_input_tokens': 1280, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', '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-12bsft-56492-v16-mkmlizer
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Starting job with name chaiml-grpo-nis-12bsft-56492-v16-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsft-56492-v16-mkmlizer to finish
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: Downloaded to shared memory in 25.791s
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpb6tvcg0m, device:0
chaiml-grpo-nis-12bsft-56492-v16-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', '')
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: quantized model in 145.178s
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 170.969s
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v16/nvidia
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v16/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v16/nvidia/config.json
chaiml-grpo-nis-12bsft-56492-v16-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v16/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-12bsft-56492-v16-mkmlizer completed after 224.43s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsft-56492-v16-mkmlizer
Pipeline stage MKMLizer completed in 226.50s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-12bsft-56492-v16
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v16 to be ready
Failed to get response for submission blend_milen_2025-09-03: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-grpo-nis-12bsft-56492-v16 ready after 50.224576473236084s
Pipeline stage MKMLDeployer completed in 50.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4269616603851318s
Received healthy response to inference request in 1.13773775100708s
Received healthy response to inference request in 1.1559514999389648s
Received healthy response to inference request in 1.0736174583435059s
Received healthy response to inference request in 1.0776093006134033s
5 requests
0 failed requests
5th percentile: 1.0744158267974853
10th percentile: 1.0752141952514649
20th percentile: 1.076810932159424
30th percentile: 1.0896349906921388
40th percentile: 1.1136863708496094
50th percentile: 1.13773775100708
60th percentile: 1.145023250579834
70th percentile: 1.152308750152588
80th percentile: 1.2101535320281982
90th percentile: 1.3185575962066651
95th percentile: 1.3727596282958985
99th percentile: 1.4161212539672852
mean time: 1.1743755340576172
Pipeline stage StressChecker completed in 7.17s
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 0.70s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v16 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-12bsft-56492-v16-profiler
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v16-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 1956.56s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v16 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsft_56492_v16 status is now torndown due to DeploymentManager action