chaiml-ir-v1-sft-lr2e6fullpyg

developer_uid: zonemercy
submission_id: chaiml-ir-v1-sft-lr2e6fullpyg_v3
model_name: chaiml-ir-v1-sft-lr2e6fullpyg_v3
model_group: ChaiML/ir-v1-sft-lr2e6fu
status: torndown
timestamp: 2025-10-22T16:31:48+00:00
num_battles: 5827
num_wins: 2938
celo_rating: 1273.23
family_friendly_score: 0.45640000000000003
family_friendly_standard_error: 0.007044132877792695
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': 0.46539812873980047, 'latency_mean': 2.1485762012004854, 'latency_p50': 2.145690679550171, 'latency_p90': 2.3676440000534056}, {'batch_size': 2, 'throughput': 0.6903966124433589, 'latency_mean': 2.8961458230018615, 'latency_p50': 2.900143623352051, 'latency_p90': 3.132879543304443}, {'batch_size': 3, 'throughput': 0.8318155535065236, 'latency_mean': 3.5966465890407564, 'latency_p50': 3.583116888999939, 'latency_p90': 4.134108567237854}, {'batch_size': 4, 'throughput': 0.9354213268354438, 'latency_mean': 4.261126735210419, 'latency_p50': 4.227645397186279, 'latency_p90': 4.974439907073974}, {'batch_size': 5, 'throughput': 0.9932566432644908, 'latency_mean': 5.009154928922653, 'latency_p50': 5.019072771072388, 'latency_p90': 5.7535230159759525}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v1-sft-lr2e6fullpyg_v3
is_internal_developer: True
language_model: ChaiML/ir-v1-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-10-22
win_ratio: 0.5042045649562382
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>', 'You:', 'User:'], '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-v3-mkmlizer
Waiting for job on chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer to finish
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: Downloaded to shared memory in 58.128s
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: Checking if ChaiML/ir-v1-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpipuly07h, device:0
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: quantized model in 284.670s
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: Processed model ChaiML/ir-v1-sft-lr2e6fullpyg in 342.799s
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v3/nvidia
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v3/nvidia/special_tokens_map.json
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v3/nvidia/config.json
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v3/nvidia/tokenizer_config.json
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v3/nvidia/tokenizer.json
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer completed after 440.82s with status: succeeded
Stopping job with name chaiml-ir-v1-sft-lr2e6fullpyg-v3-mkmlizer
Pipeline stage MKMLizer completed in 441.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v1-sft-lr2e6fullpyg-v3
Waiting for inference service chaiml-ir-v1-sft-lr2e6fullpyg-v3 to be ready
Inference service chaiml-ir-v1-sft-lr2e6fullpyg-v3 ready after 80.51355862617493s
Pipeline stage MKMLDeployer completed in 81.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3508150577545166s
Received healthy response to inference request in 1.7115609645843506s
Received healthy response to inference request in 1.752129316329956s
Received healthy response to inference request in 1.8030445575714111s
Received healthy response to inference request in 1.9974956512451172s
5 requests
0 failed requests
5th percentile: 1.7196746349334717
10th percentile: 1.7277883052825929
20th percentile: 1.744015645980835
30th percentile: 1.762312364578247
40th percentile: 1.7826784610748292
50th percentile: 1.8030445575714111
60th percentile: 1.8808249950408935
70th percentile: 1.9586054325103759
80th percentile: 2.0681595325469972
90th percentile: 2.209487295150757
95th percentile: 2.2801511764526365
99th percentile: 2.3366822814941406
mean time: 1.9230091094970703
Pipeline stage StressChecker completed in 10.88s
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 0.66s
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 0.68s
Shutdown handler de-registered
chaiml-ir-v1-sft-lr2e6fullpyg_v3 status is now deployed due to DeploymentManager action
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 3210.11s
Shutdown handler de-registered
chaiml-ir-v1-sft-lr2e6fullpyg_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v1-sft-lr2e6fullpyg_v3 status is now torndown due to DeploymentManager action