Model Profile

Llama-3.1-70B-Instruct

Name: Llama-3.1-70B-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-3.1-70B-Instruct

Author: meta-llama

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 23.8%

Evidence points: 122

Raw rows: 125

Weighted rows: 19

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 716,624

Some fit rows have limited benchmark evidence.

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

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

125

Weighted Measurements

Weighted Sources

Raw Source Coverage

ugi_main 60multilingual_mmlu_leaderboard 17duckdb_nsql_leaderboard 12languagebench 10bridge_medical_leaderboard 9languagebench_grammar_clarity_official 4

Weighted Source Coverage

languagebench 3languagebench_translation_official 3ugi_main 3aider_code_editing 2bridge_medical_leaderboard 2duckdb_nsql_leaderboard 2

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	19.0%	36.9%	11	LanguageBench Translation Official (Split): translation_to:bleu
Grammar and writing coach use_case.lang.grammar_coach	education	14.7%	26.7%	11	LanguageBench Translation Official (Split): translation_to:bleu
Legal translation use_case.legal.legal_translation	legal	14.7%	25.2%	10	LanguageBench Translation Official (Split): translation_to:bleu
Historical document summarization use_case.history.historical_doc_summarization	history_linguistics	14.1%	29.4%	10	LanguageBench: overall:mean
Language conversation partner use_case.lang.conversation_partner	education	13.7%	24.9%	11	LanguageBench Translation Official (Split): translation_to:bleu
Brand voice localization use_case.mkt.brand_voice_localization	marketing_sales	13.5%	24.7%	10	LanguageBench Translation Official (Split): translation_to:bleu
Patient-friendly explanations use_case.health.patient_friendly_summaries	healthcare	12.2%	19.5%	10	BRIDGE Medical Leaderboard: average_performance_pct
Lesson plan generator use_case.edu.lesson_plan_generator	education	11.8%	20.2%	10	LanguageBench Grammar/Clarity Official (Split): grammar_clarity_score_pct
Socratic tutor use_case.edu.socratic_tutor	education	11.8%	20.2%	10	LanguageBench Grammar/Clarity Official (Split): grammar_clarity_score_pct
Translation and localization use_case.business.translation_localization	business_productivity	11.7%	19.6%	9	LanguageBench Grammar/Clarity Official (Split): grammar_clarity_score_pct
Grading and feedback assistant use_case.edu.grading_feedback_assist	education	11.2%	19.6%	10	LanguageBench Grammar/Clarity Official (Split): grammar_clarity_score_pct
Exercise generator use_case.edu.exercise_generator	education	11.0%	19.1%	10	LanguageBench Grammar/Clarity Official (Split): grammar_clarity_score_pct

Deployment Fit Calculator

Model

Llama-3.1-70B-Instruct

meta-llama/Llama-3.1-70B-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