developer_uid: zonemercy
submission_id: chaiml-ir-v0-1-sft-lr2e_55482_v2
model_name: chaiml-ir-v0-1-sft-lr2e_55482_v2
model_group: ChaiML/ir-v0-1-sft-lr2e6
status: torndown
timestamp: 2025-10-22T16:31:29+00:00
num_battles: 6106
num_wins: 3130
celo_rating: 1274.5
family_friendly_score: 0.481
family_friendly_standard_error: 0.007065960656556191
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': 0.47134597946696244, 'latency_mean': 2.121466155052185, 'latency_p50': 2.121819019317627, 'latency_p90': 2.3329829931259156}, {'batch_size': 3, 'throughput': 0.8450145304363919, 'latency_mean': 3.547755060195923, 'latency_p50': 3.5405054092407227, 'latency_p90': 4.063836765289307}, {'batch_size': 5, 'throughput': 1.0187198798551438, 'latency_mean': 4.8847874009609225, 'latency_p50': 4.860019326210022, 'latency_p90': 5.561332106590271}, {'batch_size': 6, 'throughput': 1.0767247298196014, 'latency_mean': 5.556350569725037, 'latency_p50': 5.499415755271912, 'latency_p90': 6.294449186325073}, {'batch_size': 10, 'throughput': 1.168772326959727, 'latency_mean': 8.512765332460404, 'latency_p50': 8.534268260002136, 'latency_p90': 9.843568038940429}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-1-sft-lr2e_55482_v2
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: 2025-10-22
win_ratio: 0.512610547002948
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': ['</s>', 'User:', 'You:'], '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-v2-mkmlizer
Waiting for job on chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer to finish
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: Downloaded to shared memory in 56.904s
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: Checking if ChaiML/ir-v0-1-sft-lr2e6mempyg already exists in ChaiML
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprnjohiy8, device:0
chaiml-ir-v0-1-sft-lr2e-55482-v2-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-v2-mkmlizer: quantized model in 286.290s
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: Processed model ChaiML/ir-v0-1-sft-lr2e6mempyg in 343.195s
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v2/nvidia
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v2/nvidia/config.json
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v2/nvidia/special_tokens_map.json
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v2/nvidia/tokenizer_config.json
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v2/nvidia/tokenizer.json
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer completed after 451.14s with status: succeeded
Stopping job with name chaiml-ir-v0-1-sft-lr2e-55482-v2-mkmlizer
Pipeline stage MKMLizer completed in 451.65s
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-v2
Waiting for inference service chaiml-ir-v0-1-sft-lr2e-55482-v2 to be ready
Inference service chaiml-ir-v0-1-sft-lr2e-55482-v2 ready after 80.55706882476807s
Pipeline stage MKMLDeployer completed in 81.58s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.829798698425293s
Received healthy response to inference request in 1.7680339813232422s
Received healthy response to inference request in 1.9432353973388672s
Received healthy response to inference request in 2.6621792316436768s
Received healthy response to inference request in 1.9411571025848389s
5 requests
0 failed requests
5th percentile: 1.8026586055755616
10th percentile: 1.837283229827881
20th percentile: 1.9065324783325195
30th percentile: 1.9415727615356446
40th percentile: 1.942404079437256
50th percentile: 1.9432353973388672
60th percentile: 2.230812931060791
70th percentile: 2.5183904647827147
80th percentile: 2.695703125
90th percentile: 2.7627509117126463
95th percentile: 2.7962748050689696
99th percentile: 2.823093919754028
mean time: 2.2288808822631836
Pipeline stage StressChecker completed in 12.67s
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 0.94s
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 0.90s
Shutdown handler de-registered
chaiml-ir-v0-1-sft-lr2e_55482_v2 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v0-1-sft-lr2e-55482-v2-profiler
Waiting for inference service chaiml-ir-v0-1-sft-lr2e-55482-v2-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 3203.25s
Shutdown handler de-registered
chaiml-ir-v0-1-sft-lr2e_55482_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-1-sft-lr2e_55482_v2 status is now torndown due to DeploymentManager action