developer_uid: zonemercy
submission_id: chaiml-ir-v0-1-sft-lr2e_55482_v7
model_name: chaiml-ir-v0-1-sft-lr2e_55482_v7
model_group: ChaiML/ir-v0-1-sft-lr2e6
status: torndown
timestamp: 2025-10-27T20:16:15+00:00
num_battles: 5784
num_wins: 3061
celo_rating: 1294.05
family_friendly_score: 0.4736
family_friendly_standard_error: 0.007061204429840564
submission_type: basic
model_repo: ChaiML/ir-v0-1-sft-lr2e6mempyg
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': 0.46556773903937576, 'latency_mean': 2.1478176248073577, 'latency_p50': 2.1385418176651, 'latency_p90': 2.345460629463196}, {'batch_size': 3, 'throughput': 0.8439348646972221, 'latency_mean': 3.5452862644195555, 'latency_p50': 3.5377672910690308, 'latency_p90': 3.8678447246551513}, {'batch_size': 5, 'throughput': 0.995866616136945, 'latency_mean': 4.995416932106018, 'latency_p50': 5.036420106887817, 'latency_p90': 5.6540645360946655}, {'batch_size': 6, 'throughput': 1.0645476870620756, 'latency_mean': 5.621004427671433, 'latency_p50': 5.603337287902832, 'latency_p90': 6.383503031730652}, {'batch_size': 10, 'throughput': 1.1548552912467072, 'latency_mean': 8.621370420455932, 'latency_p50': 8.64775025844574, 'latency_p90': 9.94146912097931}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-1-sft-lr2e_55482_v7
is_internal_developer: True
language_model: ChaiML/ir-v0-1-sft-lr2e6mempyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.87
us_pacific_date: 2025-10-24
win_ratio: 0.5292185338865837
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:', '</s>', '\n', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {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-v0-1-sft-lr2e-55482-v7-mkmlizer
Waiting for job on chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer to finish
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: Downloaded to shared memory in 47.919s
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: Checking if ChaiML/ir-v0-1-sft-lr2e6mempyg already exists in ChaiML
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpif3kxjyi, device:0
chaiml-ir-v0-1-sft-lr2e-55482-v7-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-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: quantized model in 288.810s
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: Processed model ChaiML/ir-v0-1-sft-lr2e6mempyg in 336.730s
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v7/nvidia
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v7/nvidia/config.json
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v7/nvidia/special_tokens_map.json
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v7/nvidia/tokenizer_config.json
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v7/nvidia/tokenizer.json
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v7/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer completed after 488.16s with status: succeeded
Stopping job with name chaiml-ir-v0-1-sft-lr2e-55482-v7-mkmlizer
Pipeline stage MKMLizer completed in 489.08s
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-ir-v0-1-sft-lr2e-55482-v7
Waiting for inference service chaiml-ir-v0-1-sft-lr2e-55482-v7 to be ready
Inference service chaiml-ir-v0-1-sft-lr2e-55482-v7 ready after 80.24644613265991s
Pipeline stage MKMLDeployer completed in 80.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.383023262023926s
Received healthy response to inference request in 2.2649028301239014s
Received healthy response to inference request in 1.9207119941711426s
Received healthy response to inference request in 2.4454498291015625s
Received healthy response to inference request in 2.137352705001831s
5 requests
0 failed requests
5th percentile: 1.9640401363372804
10th percentile: 2.007368278503418
20th percentile: 2.0940245628356933
30th percentile: 2.1628627300262453
40th percentile: 2.2138827800750733
50th percentile: 2.2649028301239014
60th percentile: 2.312151002883911
70th percentile: 2.359399175643921
80th percentile: 2.395508575439453
90th percentile: 2.4204792022705077
95th percentile: 2.4329645156860353
99th percentile: 2.442952766418457
mean time: 2.2302881240844727
Pipeline stage StressChecker completed in 12.81s
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 0.70s
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 1.03s
Shutdown handler de-registered
chaiml-ir-v0-1-sft-lr2e_55482_v7 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 3068.03s
Shutdown handler de-registered
chaiml-ir-v0-1-sft-lr2e_55482_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-1-sft-lr2e_55482_v7 status is now torndown due to DeploymentManager action