developer_uid: NischayDnk
submission_id: chaiml-slerpv3-merge-sf_65206_v2
model_name: chaiml-slerpv3-merge-sf_65206_v2
model_group: ChaiML/slerpv3_merge_sft
status: torndown
timestamp: 2025-04-02T18:41:33+00:00
num_battles: 6287
num_wins: 3173
celo_rating: 1289.98
family_friendly_score: 0.5818
family_friendly_standard_error: 0.006975797588806602
submission_type: basic
model_repo: ChaiML/slerpv3_merge_sft_mega_del5k
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.3701063822144597, 'latency_mean': 2.7018275487422945, 'latency_p50': 2.6925076246261597, 'latency_p90': 2.991754722595215}, {'batch_size': 2, 'throughput': 0.5728861239607663, 'latency_mean': 3.4841321218013763, 'latency_p50': 3.478320837020874, 'latency_p90': 3.813623857498169}, {'batch_size': 3, 'throughput': 0.7328796319469173, 'latency_mean': 4.083980139493942, 'latency_p50': 4.032216668128967, 'latency_p90': 4.487726855278015}, {'batch_size': 4, 'throughput': 0.8419454583081308, 'latency_mean': 4.721770741939545, 'latency_p50': 4.725627422332764, 'latency_p90': 5.3599852323532104}, {'batch_size': 5, 'throughput': 0.9335599881186949, 'latency_mean': 5.320708550214768, 'latency_p50': 5.302691698074341, 'latency_p90': 5.902810287475586}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-slerpv3-merge-sf_65206_v2
is_internal_developer: False
language_model: ChaiML/slerpv3_merge_sft_mega_del5k
model_size: 24B
ranking_group: single
throughput_3p7s: 0.64
us_pacific_date: 2025-04-02
win_ratio: 0.5046922220454907
generation_params: {'temperature': 0.45, 'top_p': 0.9, 'min_p': 0.4, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['###', '<|im_end|>', 'You:', '\n', 'Me:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}
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-slerpv3-merge-sf-65206-v2-mkmlizer
Waiting for job on chaiml-slerpv3-merge-sf-65206-v2-mkmlizer to finish
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║       /___/                                                         ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║                                                                     ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║                                                                     ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║                                                                     ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ║                                                                     ║
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-sft-gemma2-28b-v_83370_v1: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v-83370-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: Downloaded to shared memory in 64.310s
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprcp402y7, device:0
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-gemma-exp3-dpo-s_66157_v1: HTTPConnectionPool(host='chaiml-gemma-exp3-dpo-s-66157-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: quantized model in 53.709s
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: Processed model ChaiML/slerpv3_merge_sft_mega_del5k in 118.020s
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-slerpv3-merge-sf-65206-v2
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-slerpv3-merge-sf-65206-v2/config.json
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-slerpv3-merge-sf-65206-v2/special_tokens_map.json
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-slerpv3-merge-sf-65206-v2/tokenizer_config.json
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-slerpv3-merge-sf-65206-v2/tokenizer.json
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-slerpv3-merge-sf-65206-v2/flywheel_model.1.safetensors
chaiml-slerpv3-merge-sf-65206-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-slerpv3-merge-sf-65206-v2/flywheel_model.0.safetensors
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Job chaiml-slerpv3-merge-sf-65206-v2-mkmlizer completed after 145.27s with status: succeeded
Stopping job with name chaiml-slerpv3-merge-sf-65206-v2-mkmlizer
Pipeline stage MKMLizer completed in 145.72s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-slerpv3-merge-sf-65206-v2
Waiting for inference service chaiml-slerpv3-merge-sf-65206-v2 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Failed to get response for submission chaiml-sft-gemma2-28b-v_83370_v1: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v-83370-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-sft-gemma2-28b-v_83370_v1: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v-83370-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-slerpv3-merge-sf-65206-v2 ready after 110.3763427734375s
Pipeline stage MKMLDeployer completed in 110.79s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.970228672027588s
Received healthy response to inference request in 2.857658624649048s
Received healthy response to inference request in 2.5087661743164062s
Received healthy response to inference request in 2.554027795791626s
5 requests
1 failed requests
5th percentile: 2.51781849861145
10th percentile: 2.5268708229064942
20th percentile: 2.544975471496582
30th percentile: 2.6147539615631104
40th percentile: 2.736206293106079
50th percentile: 2.857658624649048
60th percentile: 2.9026866436004637
70th percentile: 2.94771466255188
80th percentile: 6.431871509552005
90th percentile: 13.35515718460083
95th percentile: 16.816800022125243
99th percentile: 19.586114292144774
mean time: 6.233824825286865
%s, retrying in %s seconds...
Received healthy response to inference request in 2.7705652713775635s
Received healthy response to inference request in 2.355419158935547s
Received healthy response to inference request in 2.4544904232025146s
Received healthy response to inference request in 2.5411500930786133s
Received healthy response to inference request in 2.3467984199523926s
5 requests
0 failed requests
5th percentile: 2.3485225677490233
10th percentile: 2.350246715545654
20th percentile: 2.353695011138916
30th percentile: 2.3752334117889404
40th percentile: 2.4148619174957275
50th percentile: 2.4544904232025146
60th percentile: 2.4891542911529543
70th percentile: 2.5238181591033935
80th percentile: 2.5870331287384034
90th percentile: 2.678799200057983
95th percentile: 2.7246822357177733
99th percentile: 2.7613886642456054
mean time: 2.493684673309326
Pipeline stage StressChecker completed in 46.23s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.65s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.73s
Shutdown handler de-registered
chaiml-slerpv3-merge-sf_65206_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.14s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-slerpv3-merge-sf-65206-v2-profiler
Waiting for inference service chaiml-slerpv3-merge-sf-65206-v2-profiler to be ready
Shutdown handler registered
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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 5424.57s
Shutdown handler de-registered
chaiml-slerpv3-merge-sf_65206_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-slerpv3-merge-sf_65206_v2 status is now torndown due to DeploymentManager action