Model Profile
Meta-Llama-3-70B-Instruct
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/Meta-Llama-3-70B-Instruct
Author: meta-llama
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 13.3%
Evidence points: 46
Raw rows: 107
Weighted rows: 8
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 61,344
Some fit rows have limited benchmark evidence.
12 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
12
Total Measurements
107
Weighted Measurements
8
Weighted Sources
5
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Debugging assistant use_case.dev.debugging | 14.9% |
| Unit test generation use_case.dev.test_generation | 12.8% |
| Screenplay scene writing use_case.creative.screenplay_scene | 10.7% |
| Poetry and lyrics use_case.creative.poetry_lyrics | 10.7% |
| Refactoring assistant use_case.dev.refactoring | 10.6% |
| Personalized sales outreach use_case.mkt.sales_outreach_personalized | 9.3% |
| Ad copy variants use_case.mkt.ad_copy_variants | 9.3% |
| Long-form story co-author use_case.creative.longform_story | 9.1% |
| Interactive fiction / DM use_case.creative.interactive_fiction_dm | 7.8% |
| NPC dialogue use_case.gaming.npc_dialogue | 7.8% |
| Lore bible generator use_case.creative.lore_bible | 6.7% |
| Archaic and historical translation use_case.history.archaic_translation | 1.8% |
Deployment Fit Calculator
Model
Meta-Llama-3-70B-Instruct
meta-llama/Meta-Llama-3-70B-Instruct
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 |