chaiml-snugstable1-5-12_77835

developer_uid: zonemercy

submission_id: chaiml-snugstable1-5-12_77835_v5

model_name: tempv1-1

model_group: ChaiML/SnugStable1.5-12b

status: torndown

timestamp: 2025-01-07T23:27:48+00:00

num_battles: 7066

num_wins: 3858

celo_rating: 1306.53

family_friendly_score: 0.5968

family_friendly_standard_error: 0.006937287077813632

submission_type: basic

model_repo: ChaiML/SnugStable1.5-12b0-l1e5r7b25

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.64663003880404, 'latency_mean': 1.5463886964321136, 'latency_p50': 1.5657546520233154, 'latency_p90': 1.7134040355682372}, {'batch_size': 3, 'throughput': 1.2731977173905547, 'latency_mean': 2.3482131695747377, 'latency_p50': 2.335999608039856, 'latency_p90': 2.6111642837524416}, {'batch_size': 5, 'throughput': 1.5733106510940158, 'latency_mean': 3.1578635251522065, 'latency_p50': 3.133751392364502, 'latency_p90': 3.537689137458801}, {'batch_size': 6, 'throughput': 1.6683356172242634, 'latency_mean': 3.581874568462372, 'latency_p50': 3.5820791721343994, 'latency_p90': 4.016969227790833}, {'batch_size': 8, 'throughput': 1.7935708178390977, 'latency_mean': 4.431053963899612, 'latency_p50': 4.455659627914429, 'latency_p90': 5.0022388935089115}, {'batch_size': 10, 'throughput': 1.8191338390479814, 'latency_mean': 5.453661546707154, 'latency_p50': 5.42997407913208, 'latency_p90': 6.194837594032287}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-1

is_internal_developer: True

language_model: ChaiML/SnugStable1.5-12b0-l1e5r7b25

model_size: 13B

ranking_group: single

throughput_3p7s: 1.7

us_pacific_date: 2025-01-07

win_ratio: 0.5459949051797339

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '####', '\n', 'You:', '<|im_end|>', 'Bot:', '<|eot_id|>', 'User:'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-snugstable1-5-12-77835-v5-mkmlizer
Waiting for job on chaiml-snugstable1-5-12-77835-v5-mkmlizer to finish
chaiml-snugstable1-5-12-77835-v5-mkmlizer: Downloaded to shared memory in 36.517s
chaiml-snugstable1-5-12-77835-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpapwhawfn, device:0
chaiml-snugstable1-5-12-77835-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-snugstable1-5-12-77835-v5-mkmlizer: quantized model in 39.232s
chaiml-snugstable1-5-12-77835-v5-mkmlizer: Processed model ChaiML/SnugStable1.5-12b0-l1e5r7b25 in 75.749s
chaiml-snugstable1-5-12-77835-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-snugstable1-5-12-77835-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-snugstable1-5-12-77835-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v5
chaiml-snugstable1-5-12-77835-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v5/config.json
chaiml-snugstable1-5-12-77835-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v5/special_tokens_map.json
chaiml-snugstable1-5-12-77835-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v5/tokenizer_config.json
chaiml-snugstable1-5-12-77835-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v5/tokenizer.json
chaiml-snugstable1-5-12-77835-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v5/flywheel_model.0.safetensors
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Job chaiml-snugstable1-5-12-77835-v5-mkmlizer completed after 129.35s with status: succeeded
Stopping job with name chaiml-snugstable1-5-12-77835-v5-mkmlizer
Pipeline stage MKMLizer completed in 129.79s
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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-snugstable1-5-12-77835-v5
Waiting for inference service chaiml-snugstable1-5-12-77835-v5 to be ready
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Inference service chaiml-snugstable1-5-12-77835-v5 ready after 371.37749099731445s
Pipeline stage MKMLDeployer completed in 371.89s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4020419120788574s
Received healthy response to inference request in 1.816366195678711s
Received healthy response to inference request in 2.128504753112793s
Received healthy response to inference request in 1.987471342086792s
Received healthy response to inference request in 1.4086837768554688s
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5th percentile: 1.4902202606201171
10th percentile: 1.5717567443847655
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90th percentile: 2.292627048492432
95th percentile: 2.3473344802856446
99th percentile: 2.391100425720215
mean time: 1.9486135959625244
Pipeline stage StressChecker completed in 11.12s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2465.40s
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chaiml-snugstable1-5-12_77835_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-snugstable1-5-12_77835_v5 status is now torndown due to DeploymentManager action