developer_uid: zonemercy
submission_id: chaiml-ir-v1-3-sft-adj_v2
model_name: chaiml-ir-v1-3-sft-adj_v2
model_group: ChaiML/ir-v1-3-sft_adj
status: torndown
timestamp: 2025-10-31T03:36:40+00:00
num_battles: 6838
num_wins: 3616
celo_rating: 1287.92
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v1-3-sft_adj
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': 0.47150242478290916, 'latency_mean': 2.120776219367981, 'latency_p50': 2.1045379638671875, 'latency_p90': 2.341787075996399}, {'batch_size': 3, 'throughput': 0.8476365310374973, 'latency_mean': 3.5302526783943176, 'latency_p50': 3.5026859045028687, 'latency_p90': 3.8092519998550416}, {'batch_size': 5, 'throughput': 1.0096396908267788, 'latency_mean': 4.93693506360054, 'latency_p50': 4.9119285345077515, 'latency_p90': 5.651452279090881}, {'batch_size': 6, 'throughput': 1.0613259594896065, 'latency_mean': 5.642219375371933, 'latency_p50': 5.667259454727173, 'latency_p90': 6.3851032733917235}, {'batch_size': 10, 'throughput': 1.1627896338823807, 'latency_mean': 8.557598719596863, 'latency_p50': 8.552802085876465, 'latency_p90': 9.871904444694518}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v1-3-sft-adj_v2
is_internal_developer: True
language_model: ChaiML/ir-v1-3-sft_adj
model_size: 24B
ranking_group: single
throughput_3p7s: 0.88
us_pacific_date: 2025-10-25
win_ratio: 0.5288095934483767
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:', '\n', 'User:', '</s>'], '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-v1-3-sft-adj-v2-mkmlizer
Waiting for job on chaiml-ir-v1-3-sft-adj-v2-mkmlizer to finish
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: Downloaded to shared memory in 48.469s
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: Checking if ChaiML/ir-v1-3-sft_adj already exists in ChaiML
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_skj2nym, device:0
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', 'readfrom tcp 127.0.0.1:58660->127.0.0.1:8080: write tcp 127.0.0.1:58660->127.0.0.1:8080: use of closed network connection\n')
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-v1-3-sft-adj-v2-mkmlizer: quantized model in 284.955s
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: Processed model ChaiML/ir-v1-3-sft_adj in 333.424s
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v1-3-sft-adj-v2/nvidia
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v1-3-sft-adj-v2/nvidia/config.json
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v1-3-sft-adj-v2/nvidia/special_tokens_map.json
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v1-3-sft-adj-v2/nvidia/tokenizer_config.json
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v1-3-sft-adj-v2/nvidia/tokenizer.json
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-3-sft-adj-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-3-sft-adj-v2/nvidia/flywheel_model.0.safetensors
chaiml-ir-v1-3-sft-adj-v2-mkmlizer: 
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Job chaiml-ir-v1-3-sft-adj-v2-mkmlizer completed after 396.99s with status: succeeded
Stopping job with name chaiml-ir-v1-3-sft-adj-v2-mkmlizer
Pipeline stage MKMLizer completed in 398.04s
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-v1-3-sft-adj-v2
Waiting for inference service chaiml-ir-v1-3-sft-adj-v2 to be ready
Inference service chaiml-ir-v1-3-sft-adj-v2 ready after 90.48263478279114s
Pipeline stage MKMLDeployer completed in 91.55s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.636277914047241s
Received healthy response to inference request in 1.8457720279693604s
Received healthy response to inference request in 2.6622891426086426s
Received healthy response to inference request in 2.224701166152954s
Received healthy response to inference request in 2.225154161453247s
5 requests
0 failed requests
5th percentile: 1.921557855606079
10th percentile: 1.9973436832427978
20th percentile: 2.148915338516235
30th percentile: 2.2247917652130127
40th percentile: 2.22497296333313
50th percentile: 2.225154161453247
60th percentile: 2.3896036624908445
70th percentile: 2.5540531635284425
80th percentile: 2.6414801597595217
90th percentile: 2.651884651184082
95th percentile: 2.657086896896362
99th percentile: 2.6612486934661863
mean time: 2.318838882446289
Pipeline stage StressChecker completed in 13.18s
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 1.16s
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 0.71s
Shutdown handler de-registered
chaiml-ir-v1-3-sft-adj_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 0.10s
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-v1-3-sft-adj-v2-profiler
Waiting for inference service chaiml-ir-v1-3-sft-adj-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5027.00s
Shutdown handler de-registered
chaiml-ir-v1-3-sft-adj_v2 status is now torndown due to DeploymentManager action