developer_uid: zonemercy
submission_id: chaiml-ir-v1-1-sft-lr2e_70474_v6
model_name: chaiml-ir-v1-1-sft-lr2e_70474_v6
model_group: ChaiML/ir-v1-1-sft-lr2e6
status: torndown
timestamp: 2025-10-24T06:42:56+00:00
num_battles: 6279
num_wins: 3207
celo_rating: 1279.11
family_friendly_score: 0.45920000000000005
family_friendly_standard_error: 0.007047486927976525
submission_type: basic
model_repo: ChaiML/ir-v1-1-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': 0.46863828686761066, 'latency_mean': 2.133740667104721, 'latency_p50': 2.1219066381454468, 'latency_p90': 2.3438354969024657}, {'batch_size': 2, 'throughput': 0.686826794671684, 'latency_mean': 2.906612920761108, 'latency_p50': 2.922299385070801, 'latency_p90': 3.1695238590240478}, {'batch_size': 3, 'throughput': 0.8364150304453245, 'latency_mean': 3.569938623905182, 'latency_p50': 3.5457767248153687, 'latency_p90': 4.155667614936829}, {'batch_size': 4, 'throughput': 0.9303375793884732, 'latency_mean': 4.277622674703598, 'latency_p50': 4.2729151248931885, 'latency_p90': 4.929602193832397}, {'batch_size': 5, 'throughput': 0.9940079905577317, 'latency_mean': 5.011878782510758, 'latency_p50': 5.013500332832336, 'latency_p90': 5.768406844139099}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v1-1-sft-lr2e_70474_v6
is_internal_developer: True
language_model: ChaiML/ir-v1-1-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-23
win_ratio: 0.5107501194457716
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-v1-1-sft-lr2e-70474-v6-mkmlizer
Waiting for job on chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer to finish
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer:   2025-10-24T06:43:54.683661Z  WARN  Reqwest(reqwest::Error { kind: Request, url: "https://cas-server.xethub.hf.co/reconstruction/211047759fe88bd2020dd", source: hyper_util::client::legacy::Error(SendRequest, hyper::Error(Io, Os { code: 104, kind: ConnectionReset, message: "Connection reset by peer" })) }). Retrying...
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer:     at /home/runner/work/xet-core/xet-core/cas_client/src/http_client.rs:213
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer:   2025-10-24T06:43:54.683710Z  WARN  Retry attempt #0. Sleeping 2.914300982s before the next attempt
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer:     at /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/reqwest-retry-0.7.0/src/middleware.rs:171
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: Downloaded to shared memory in 52.671s
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: Checking if ChaiML/ir-v1-1-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppmwmll2f, device:0
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: quantized model in 284.939s
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: Processed model ChaiML/ir-v1-1-sft-lr2e6fullpyg in 337.611s
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v6/nvidia
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v6/nvidia/config.json
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v6/nvidia/special_tokens_map.json
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v6/nvidia/tokenizer_config.json
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v6/nvidia/tokenizer.json
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v6/nvidia/flywheel_model.1.safetensors
chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer completed after 418.05s with status: succeeded
Stopping job with name chaiml-ir-v1-1-sft-lr2e-70474-v6-mkmlizer
Pipeline stage MKMLizer completed in 418.64s
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-v1-1-sft-lr2e-70474-v6
Waiting for inference service chaiml-ir-v1-1-sft-lr2e-70474-v6 to be ready
Inference service chaiml-ir-v1-1-sft-lr2e-70474-v6 ready after 80.26350998878479s
Pipeline stage MKMLDeployer completed in 80.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0622642040252686s
Received healthy response to inference request in 2.0199403762817383s
Received healthy response to inference request in 2.1862714290618896s
Received healthy response to inference request in 2.6504433155059814s
Received healthy response to inference request in 2.109013557434082s
5 requests
0 failed requests
5th percentile: 2.0284051418304445
10th percentile: 2.0368699073791503
20th percentile: 2.0537994384765623
30th percentile: 2.071614074707031
40th percentile: 2.0903138160705566
50th percentile: 2.109013557434082
60th percentile: 2.139916706085205
70th percentile: 2.170819854736328
80th percentile: 2.279105806350708
90th percentile: 2.464774560928345
95th percentile: 2.557608938217163
99th percentile: 2.631876440048218
mean time: 2.205586576461792
Pipeline stage StressChecker completed in 12.50s
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 0.84s
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-v1-1-sft-lr2e_70474_v6 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v1-1-sft-lr2e-70474-v6-profiler
Waiting for inference service chaiml-ir-v1-1-sft-lr2e-70474-v6-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 2978.69s
Shutdown handler de-registered
chaiml-ir-v1-1-sft-lr2e_70474_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v1-1-sft-lr2e_70474_v6 status is now torndown due to DeploymentManager action