Model Profile

Llama-3.3-70B-Instruct

Name: Llama-3.3-70B-Instruct
Author: meta-llama

4,096 ctxOpen weights

Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.

Identity

ID: meta-llama/Llama-3.3-70B-Instruct

Author: meta-llama

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 18.6%

Evidence points: 64

Raw rows: 100

Weighted rows: 13

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 717,694

Some fit rows have limited benchmark evidence.

11 of 12 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

100

Weighted Measurements

Weighted Sources

Raw Source Coverage

ugi_main 60duckdb_nsql_leaderboard 12languagebench 10icelandic_llm_leaderboard 7languagebench_grammar_clarity_official 4languagebench_translation_official 4

Weighted Source Coverage

languagebench 3languagebench_translation_official 3ugi_main 3duckdb_nsql_leaderboard 2icelandic_llm_leaderboard 1languagebench_grammar_clarity_official 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Archaic and historical translation use_case.history.archaic_translation	history_linguistics	18.9%	29.3%	8	LanguageBench Translation Official (Split): translation_to:bleu
Historical document summarization use_case.history.historical_doc_summarization	history_linguistics	14.8%	22.8%	7	LanguageBench: overall:mean
Metric definition workshop use_case.data.metric_definition_workshop	data_analytics	13.8%	20.2%	4	DuckDB NSQL Leaderboard: all_execution_accuracy
Legal translation use_case.legal.legal_translation	legal	13.7%	21.0%	6	LanguageBench Translation Official (Split): translation_to:bleu
Brand voice localization use_case.mkt.brand_voice_localization	marketing_sales	12.2%	18.8%	6	LanguageBench Translation Official (Split): translation_to:bleu
Grammar and writing coach use_case.lang.grammar_coach	education	12.1%	17.1%	6	LanguageBench Translation Official (Split): translation_to:bleu
Data quality assistant use_case.data.data_quality_assistant	data_analytics	11.5%	16.4%	4	DuckDB NSQL Leaderboard: all_execution_accuracy
Language conversation partner use_case.lang.conversation_partner	education	11.3%	15.9%	6	LanguageBench Translation Official (Split): translation_to:bleu
SQL debugging use_case.data.sql_debugging	data_analytics	11.3%	18.5%	4	DuckDB NSQL Leaderboard: all_execution_accuracy
Translation and localization use_case.business.translation_localization	business_productivity	10.4%	14.7%	5	LanguageBench Grammar/Clarity Official (Split): grammar_clarity_score_pct
Executive brief from metrics use_case.data.exec_brief_from_metrics	data_analytics	10.4%	14.8%	4	DuckDB NSQL Leaderboard: all_execution_accuracy
Insight mining from text corpora use_case.data.insight_mining	data_analytics	10.1%	14.0%	4	DuckDB NSQL Leaderboard: all_execution_accuracy

Deployment Fit Calculator

Model

Llama-3.3-70B-Instruct

meta-llama/Llama-3.3-70B-Instruct

Hardware

Quantization: 4-bit

2-bit8-bit

Insufficient

Unknown parameter count. Cannot estimate deployment fit.

Required VRAM

~0.0GB

Est. Throughput

0.00 tok/s

Deployment Fit Matrix

GPU	4-bit	6-bit	8-bit
RTX 3060 12GB	Insufficient	Insufficient	Insufficient
RTX 3090 24GB	Insufficient	Insufficient	Insufficient
RTX 4090 24GB	Insufficient	Insufficient	Insufficient
Mac Studio M2 Ultra 192GB	Insufficient	Insufficient	Insufficient