chaiml-sft-gemma2-28b-v_83370

developer_uid: NischayDnk

submission_id: chaiml-sft-gemma2-28b-v_83370_v6

model_name: chaiml-sft-gemma2-28b-v_83370_v6

model_group: ChaiML/sft-gemma2-28b-v2

status: torndown

timestamp: 2025-04-03T18:21:49+00:00

num_battles: 8465

num_wins: 3958

celo_rating: 1259.57

family_friendly_score: 0.5964

family_friendly_standard_error: 0.006938400968522935

submission_type: basic

model_repo: ChaiML/sft-gemma2-28b-v2-exp1-del12ktop

model_architecture: Gemma2ForCausalLM

model_num_parameters: 28731935232.0

best_of: 1

max_input_tokens: 512

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3346006090960993, 'latency_mean': 2.988558235168457, 'latency_p50': 2.9691684246063232, 'latency_p90': 3.366507577896118}, {'batch_size': 3, 'throughput': 0.7847114115965884, 'latency_mean': 3.8033334946632387, 'latency_p50': 3.8098031282424927, 'latency_p90': 4.245335626602173}, {'batch_size': 5, 'throughput': 1.152633025332896, 'latency_mean': 4.30915813088417, 'latency_p50': 4.2878923416137695, 'latency_p90': 4.790245008468628}, {'batch_size': 6, 'throughput': 1.2800474841833314, 'latency_mean': 4.630633022785187, 'latency_p50': 4.583425402641296, 'latency_p90': 5.253345656394958}, {'batch_size': 8, 'throughput': 1.5236139430038882, 'latency_mean': 5.1925773942470554, 'latency_p50': 5.2030768394470215, 'latency_p90': 5.892464828491211}, {'batch_size': 10, 'throughput': 1.7223548977233514, 'latency_mean': 5.720170142650605, 'latency_p50': 5.726374506950378, 'latency_p90': 6.453472995758057}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-sft-gemma2-28b-v_83370_v6

is_internal_developer: False

language_model: ChaiML/sft-gemma2-28b-v2-exp1-del12ktop

model_size: 29B

ranking_group: single

throughput_3p7s: 0.74

us_pacific_date: 2025-04-03

win_ratio: 0.46757235676314235

generation_params: {'temperature': 0.5, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['<|im_end|>', '\n'], 'max_input_tokens': 512, 'best_of': 1, 'max_output_tokens': 64}

formatter: {'memory_template': '', '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-sft-gemma2-28b-v-83370-v6-mkmlizer
Waiting for job on chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer to finish
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║     _____            __           __                                ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║       /___/                                                         ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-sft-gemma2-28b-v_83370_v5: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v-83370-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: Downloaded to shared memory in 69.634s
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyjt88rjm, device:0
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: quantized model in 69.077s
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: Processed model ChaiML/sft-gemma2-28b-v2-exp1-del12ktop in 138.712s
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6/config.json
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6/special_tokens_map.json
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6/tokenizer_config.json
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6/tokenizer.model
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6/tokenizer.json
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6/flywheel_model.2.safetensors
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6/flywheel_model.1.safetensors
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v6/flywheel_model.0.safetensors
chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer: 
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Job chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer completed after 176.03s with status: succeeded
Stopping job with name chaiml-sft-gemma2-28b-v-83370-v6-mkmlizer
Pipeline stage MKMLizer completed in 176.50s
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Running pipeline stage MKMLTemplater
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Creating inference service chaiml-sft-gemma2-28b-v-83370-v6
Waiting for inference service chaiml-sft-gemma2-28b-v-83370-v6 to be ready
Failed to get response for submission chaiml-sft-gemma2-28b-v_83370_v5: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v-83370-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-sft-gemma2-28b-v-83370-v6 ready after 120.4248480796814s
Pipeline stage MKMLDeployer completed in 120.95s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.3792998790740967s
Received healthy response to inference request in 2.805823564529419s
Received healthy response to inference request in 2.8043253421783447s
Received healthy response to inference request in 2.817333698272705s
Received healthy response to inference request in 2.8459432125091553s
5 requests
0 failed requests
5th percentile: 2.8046249866485597
10th percentile: 2.8049246311187743
20th percentile: 2.805523920059204
30th percentile: 2.8081255912780763
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50th percentile: 2.817333698272705
60th percentile: 2.8287775039672853
70th percentile: 2.840221309661865
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90th percentile: 3.16595721244812
95th percentile: 3.2726285457611084
99th percentile: 3.357965612411499
mean time: 2.930545139312744
Pipeline stage StressChecker completed in 15.97s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.76s
Shutdown handler de-registered
chaiml-sft-gemma2-28b-v_83370_v6 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3125.80s
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chaiml-sft-gemma2-28b-v_83370_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-sft-gemma2-28b-v_83370_v6 status is now torndown due to DeploymentManager action