developer_uid: zonemercy
submission_id: chaiml-ir-v0-1-sft-lr2e_55482_v5
model_name: chaiml-ir-v0-1-sft-lr2e_55482_v5
model_group: ChaiML/ir-v0-1-sft-lr2e6
status: torndown
timestamp: 2025-10-24T06:42:16+00:00
num_battles: 6322
num_wins: 3291
celo_rating: 1287.27
family_friendly_score: 0.46699999999999997
family_friendly_standard_error: 0.007055650218087629
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': 0.4628288195940483, 'latency_mean': 2.1605296993255614, 'latency_p50': 2.167256474494934, 'latency_p90': 2.370864176750183}, {'batch_size': 2, 'throughput': 0.674940811224753, 'latency_mean': 2.9566800713539125, 'latency_p50': 2.9680997133255005, 'latency_p90': 3.2431724786758425}, {'batch_size': 3, 'throughput': 0.8203373103597524, 'latency_mean': 3.65107768535614, 'latency_p50': 3.642972946166992, 'latency_p90': 4.208615779876709}, {'batch_size': 4, 'throughput': 0.9163926350951167, 'latency_mean': 4.348042191267013, 'latency_p50': 4.346021413803101, 'latency_p90': 4.691132998466491}, {'batch_size': 5, 'throughput': 0.9681161588898063, 'latency_mean': 5.127228810787201, 'latency_p50': 5.123711466789246, 'latency_p90': 5.959058260917663}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-1-sft-lr2e_55482_v5
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: 2025-10-23
win_ratio: 0.5205631129389434
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': '', '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-v5-mkmlizer
Waiting for job on chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer to finish
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: Downloaded to shared memory in 48.384s
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: Checking if ChaiML/ir-v0-1-sft-lr2e6mempyg already exists in ChaiML
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcdhfrztv, device:0
chaiml-ir-v0-1-sft-lr2e-55482-v5-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-v5-mkmlizer: quantized model in 281.718s
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: Processed model ChaiML/ir-v0-1-sft-lr2e6mempyg in 330.102s
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v5/nvidia
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v5/nvidia/config.json
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v5/nvidia/special_tokens_map.json
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v5/nvidia/tokenizer_config.json
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v5/nvidia/tokenizer.json
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v5/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer completed after 407.66s with status: succeeded
Stopping job with name chaiml-ir-v0-1-sft-lr2e-55482-v5-mkmlizer
Pipeline stage MKMLizer completed in 408.54s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v0-1-sft-lr2e-55482-v5
Waiting for inference service chaiml-ir-v0-1-sft-lr2e-55482-v5 to be ready
Inference service chaiml-ir-v0-1-sft-lr2e-55482-v5 ready after 80.19720149040222s
Pipeline stage MKMLDeployer completed in 80.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.642164468765259s
Received healthy response to inference request in 1.880338191986084s
Received healthy response to inference request in 1.7525229454040527s
Received healthy response to inference request in 1.7269103527069092s
Received healthy response to inference request in 1.6918683052062988s
5 requests
0 failed requests
5th percentile: 1.698876714706421
10th percentile: 1.705885124206543
20th percentile: 1.719901943206787
30th percentile: 1.732032871246338
40th percentile: 1.7422779083251954
50th percentile: 1.7525229454040527
60th percentile: 1.8036490440368653
70th percentile: 1.8547751426696777
80th percentile: 2.032703447341919
90th percentile: 2.337433958053589
95th percentile: 2.4897992134094236
99th percentile: 2.6116914176940917
mean time: 1.9387608528137208
Pipeline stage StressChecker completed in 11.55s
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 0.66s
Shutdown handler de-registered
chaiml-ir-v0-1-sft-lr2e_55482_v5 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 0.09s
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-v5-profiler
Waiting for inference service chaiml-ir-v0-1-sft-lr2e-55482-v5-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 2911.79s
Shutdown handler de-registered
chaiml-ir-v0-1-sft-lr2e_55482_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-1-sft-lr2e_55482_v5 status is now torndown due to DeploymentManager action