developer_uid: zonemercy
submission_id: chaiml-ir-v4-dpo-irv0-l_29534_v6
model_name: test
model_group: ChaiML/ir-v4-dpo_irv0-lr
status: torndown
timestamp: 2025-11-03T17:56:28+00:00
num_battles: 6601
num_wins: 3542
celo_rating: 1314.36
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-dpo_irv0-lr5e6b01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4621570761032124, 'latency_mean': 2.163671097755432, 'latency_p50': 2.1682393550872803, 'latency_p90': 2.365135598182678}, {'batch_size': 2, 'throughput': 0.6778357246171809, 'latency_mean': 2.9476831305027007, 'latency_p50': 2.935062289237976, 'latency_p90': 3.200283932685852}, {'batch_size': 3, 'throughput': 0.8122302411955903, 'latency_mean': 3.682951602935791, 'latency_p50': 3.6752532720565796, 'latency_p90': 3.9699312686920165}, {'batch_size': 4, 'throughput': 0.9034451620521092, 'latency_mean': 4.42147339463234, 'latency_p50': 4.418645620346069, 'latency_p90': 5.0766836404800415}, {'batch_size': 5, 'throughput': 0.9652199690499128, 'latency_mean': 5.17510813832283, 'latency_p50': 5.179412245750427, 'latency_p90': 5.95363085269928}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/ir-v4-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-10-31
win_ratio: 0.5365853658536586
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', 'User:', '</s>', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{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-ir-v4-dpo-irv0-l-29534-v6-mkmlizer
Waiting for job on chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer to finish
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: Downloaded to shared memory in 44.778s
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: Checking if ChaiML/ir-v4-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp45ncrutf, device:0
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: quantized model in 285.971s
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: Processed model ChaiML/ir-v4-dpo_irv0-lr5e6b01 in 330.749s
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v6/nvidia
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v6/nvidia/config.json
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v6/nvidia/special_tokens_map.json
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v6/nvidia/tokenizer_config.json
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v6/nvidia/tokenizer.json
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-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v6/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v6/nvidia/flywheel_model.0.safetensors
Job chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer completed after 400.48s with status: succeeded
Stopping job with name chaiml-ir-v4-dpo-irv0-l-29534-v6-mkmlizer
Pipeline stage MKMLizer completed in 401.07s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-dpo-irv0-l-29534-v6
Waiting for inference service chaiml-ir-v4-dpo-irv0-l-29534-v6 to be ready
Inference service chaiml-ir-v4-dpo-irv0-l-29534-v6 ready after 130.86858367919922s
Pipeline stage MKMLDeployer completed in 131.68s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.213057279586792s
Received healthy response to inference request in 1.9291720390319824s
Received healthy response to inference request in 2.1544806957244873s
Received healthy response to inference request in 1.766855001449585s
Received healthy response to inference request in 1.8588550090789795s
5 requests
0 failed requests
5th percentile: 1.785255002975464
10th percentile: 1.8036550045013429
20th percentile: 1.8404550075531005
30th percentile: 1.8729184150695801
40th percentile: 1.9010452270507812
50th percentile: 1.9291720390319824
60th percentile: 2.019295501708984
70th percentile: 2.1094189643859864
80th percentile: 2.166196012496948
90th percentile: 2.1896266460418703
95th percentile: 2.201341962814331
99th percentile: 2.2107142162323
mean time: 1.9844840049743653
Pipeline stage StressChecker completed in 11.52s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
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chaiml-ir-v4-dpo-irv0-l_29534_v6 status is now deployed due to DeploymentManager action
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Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4832.86s
Shutdown handler de-registered
chaiml-ir-v4-dpo-irv0-l_29534_v6 status is now torndown due to DeploymentManager action