chaiml-ir-v1-sft-lr2e6fullpyg

developer_uid: zonemercy
submission_id: chaiml-ir-v1-sft-lr2e6fullpyg_v8
model_name: chaiml-ir-v1-sft-lr2e6fullpyg_v8
model_group: ChaiML/ir-v1-sft-lr2e6fu
status: torndown
timestamp: 2025-10-27T20:16:16+00:00
num_battles: 5616
num_wins: 2864
celo_rating: 1277.22
family_friendly_score: 0.4598
family_friendly_standard_error: 0.0070481765017627075
submission_type: basic
model_repo: ChaiML/ir-v1-sft-lr2e6fullpyg
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': 0.4651923456162329, 'latency_mean': 2.1495196795463563, 'latency_p50': 2.1571860313415527, 'latency_p90': 2.3427061080932616}, {'batch_size': 2, 'throughput': 0.6812029562065508, 'latency_mean': 2.9278693127632143, 'latency_p50': 2.9187475442886353, 'latency_p90': 3.1773990869522093}, {'batch_size': 3, 'throughput': 0.8195837604913528, 'latency_mean': 3.6511775064468384, 'latency_p50': 3.655092716217041, 'latency_p90': 4.042308354377746}, {'batch_size': 4, 'throughput': 0.9235011374561524, 'latency_mean': 4.3176559591293335, 'latency_p50': 4.31358802318573, 'latency_p90': 4.904473853111267}, {'batch_size': 5, 'throughput': 0.9790804624564493, 'latency_mean': 5.081879165172577, 'latency_p50': 5.075952768325806, 'latency_p90': 5.850632071495056}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v1-sft-lr2e6fullpyg_v8
is_internal_developer: True
language_model: ChaiML/ir-v1-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-10-24
win_ratio: 0.50997150997151
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': ['User:', 'You:', '</s>', '\n'], '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-v1-sft-lr2e6fullpyg-v8-mkmlizer
Waiting for job on chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer to finish
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: Downloaded to shared memory in 53.686s
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: Checking if ChaiML/ir-v1-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkc0tv12c, device:0
chaiml-ir-v1-sft-lr2e6fullpyg-v8-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', '')
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-sft-lr2e6fullpyg-v8-mkmlizer: quantized model in 284.670s
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: Processed model ChaiML/ir-v1-sft-lr2e6fullpyg in 338.357s
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v8/nvidia
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v8/nvidia/config.json
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v8/nvidia/tokenizer_config.json
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v8/nvidia/special_tokens_map.json
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v8/nvidia/tokenizer.json
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v8/nvidia/flywheel_model.1.safetensors
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-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v8/nvidia/flywheel_model.0.safetensors
chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer: 
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Job chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer completed after 469.28s with status: succeeded
Stopping job with name chaiml-ir-v1-sft-lr2e6fullpyg-v8-mkmlizer
Pipeline stage MKMLizer completed in 469.81s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v1-sft-lr2e6fullpyg-v8
Waiting for inference service chaiml-ir-v1-sft-lr2e6fullpyg-v8 to be ready
Inference service chaiml-ir-v1-sft-lr2e6fullpyg-v8 ready after 81.01669812202454s
Pipeline stage MKMLDeployer completed in 81.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3825535774230957s
Received healthy response to inference request in 1.7962775230407715s
Received healthy response to inference request in 2.0605552196502686s
Received healthy response to inference request in 1.7150511741638184s
Received healthy response to inference request in 1.7109711170196533s
5 requests
0 failed requests
5th percentile: 1.7117871284484862
10th percentile: 1.7126031398773194
20th percentile: 1.7142351627349854
30th percentile: 1.731296443939209
40th percentile: 1.7637869834899902
50th percentile: 1.7962775230407715
60th percentile: 1.9019886016845704
70th percentile: 2.0076996803283693
80th percentile: 2.124954891204834
90th percentile: 2.253754234313965
95th percentile: 2.31815390586853
99th percentile: 2.3696736431121828
mean time: 1.9330817222595216
Pipeline stage StressChecker completed in 11.56s
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 0.63s
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 0.64s
Shutdown handler de-registered
chaiml-ir-v1-sft-lr2e6fullpyg_v8 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-v1-sft-lr2e6fullpyg-v8-profiler
Waiting for inference service chaiml-ir-v1-sft-lr2e6fullpyg-v8-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 3136.46s
Shutdown handler de-registered
chaiml-ir-v1-sft-lr2e6fullpyg_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v1-sft-lr2e6fullpyg_v8 status is now torndown due to DeploymentManager action