developer_uid: zonemercy
submission_id: chaiml-ir-v0-1-sft-lr2e_55482_v3
model_name: chaiml-ir-v0-1-sft-lr2e_55482_v3
model_group: ChaiML/ir-v0-1-sft-lr2e6
status: torndown
timestamp: 2025-10-22T22:22:34+00:00
num_battles: 5573
num_wins: 2793
celo_rating: 1271.03
family_friendly_score: 0.4716
family_friendly_standard_error: 0.007059652116074842
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': 0.46289374806712896, 'latency_mean': 2.160197615623474, 'latency_p50': 2.1686869859695435, 'latency_p90': 2.366401720046997}, {'batch_size': 2, 'throughput': 0.6837265117557274, 'latency_mean': 2.9234380638599395, 'latency_p50': 2.9217429161071777, 'latency_p90': 3.221162295341492}, {'batch_size': 3, 'throughput': 0.8190662522400688, 'latency_mean': 3.651954256296158, 'latency_p50': 3.650875687599182, 'latency_p90': 3.9523704767227175}, {'batch_size': 4, 'throughput': 0.9251891923019034, 'latency_mean': 4.315963686704635, 'latency_p50': 4.303160548210144, 'latency_p90': 4.962752914428711}, {'batch_size': 5, 'throughput': 0.9791915526724343, 'latency_mean': 5.098941824436188, 'latency_p50': 5.1129173040390015, 'latency_p90': 5.694613003730773}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-1-sft-lr2e_55482_v3
is_internal_developer: True
language_model: ChaiML/ir-v0-1-sft-lr2e6mempyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-10-22
win_ratio: 0.5011663376996232
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>'], '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-v3-mkmlizer
Waiting for job on chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer to finish
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: Downloaded to shared memory in 69.851s
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: Checking if ChaiML/ir-v0-1-sft-lr2e6mempyg already exists in ChaiML
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0ghtr21a, device:0
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: quantized model in 287.874s
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: Processed model ChaiML/ir-v0-1-sft-lr2e6mempyg in 357.725s
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v3/nvidia
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v3/nvidia/config.json
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v3/nvidia/special_tokens_map.json
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v3/nvidia/tokenizer_config.json
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v3/nvidia/tokenizer.json
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer completed after 450.19s with status: succeeded
Stopping job with name chaiml-ir-v0-1-sft-lr2e-55482-v3-mkmlizer
Pipeline stage MKMLizer completed in 451.18s
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-ir-v0-1-sft-lr2e-55482-v3
Waiting for inference service chaiml-ir-v0-1-sft-lr2e-55482-v3 to be ready
Inference service chaiml-ir-v0-1-sft-lr2e-55482-v3 ready after 80.39835524559021s
Pipeline stage MKMLDeployer completed in 80.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.946464776992798s
Received healthy response to inference request in 1.8751139640808105s
Received healthy response to inference request in 2.193601131439209s
Received healthy response to inference request in 1.7443108558654785s
Received healthy response to inference request in 2.0388786792755127s
5 requests
0 failed requests
5th percentile: 1.7704714775085448
10th percentile: 1.7966320991516114
20th percentile: 1.8489533424377442
30th percentile: 1.907866907119751
40th percentile: 1.973372793197632
50th percentile: 2.0388786792755127
60th percentile: 2.100767660140991
70th percentile: 2.16265664100647
80th percentile: 2.344173860549927
90th percentile: 2.6453193187713624
95th percentile: 2.79589204788208
99th percentile: 2.916350231170654
mean time: 2.159673881530762
Pipeline stage StressChecker completed in 12.20s
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 0.83s
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 0.66s
Shutdown handler de-registered
chaiml-ir-v0-1-sft-lr2e_55482_v3 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 0.11s
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-ir-v0-1-sft-lr2e-55482-v3-profiler
Waiting for inference service chaiml-ir-v0-1-sft-lr2e-55482-v3-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 3047.76s
Shutdown handler de-registered
chaiml-ir-v0-1-sft-lr2e_55482_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-1-sft-lr2e_55482_v3 status is now torndown due to DeploymentManager action