Model Profile
falcon-7b-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: tiiuae/falcon-7b-instruct
Author: tiiuae
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 21.3%
Evidence points: 45
Raw rows: 8
Weighted rows: 5
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 42,600
Some fit rows have limited benchmark evidence.
7 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
13
Total Measurements
8
Weighted Measurements
5
Weighted Sources
1
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Crisis escalation protocol (eval) use_case.safety.crisis_escalation_protocol | 20.0% |
| Jailbreak resistance (eval) use_case.security.jailbreak_resistance_eval | 20.0% |
| Overrefusal (eval) use_case.security.overrefusal_eval | 20.0% |
| Refusal profile (eval) use_case.security.refusal_profile_eval | 20.0% |
| Scam and social engineering resistance (eval) use_case.security.scam_social_engineering_resistance_eval | 20.0% |
| Vulnerability-oriented code review use_case.cyber.vulnerability_review | 11.3% |
| Disinformation and manipulation resistance (eval) use_case.security.disinformation_resistance_eval | 10.7% |
| Config debugging use_case.sre.config_debugging | 8.9% |
| Terraform generation use_case.sre.iac_terraform | 8.9% |
| Kubernetes manifest generation use_case.sre.iac_k8s | 8.9% |
| Prompt injection resistance (eval) use_case.security.prompt_injection_resistance_eval | 8.2% |
| Security incident triage use_case.cyber.incident_triage | 8.0% |
Deployment Fit Calculator
Model
falcon-7b-instruct
tiiuae/falcon-7b-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 |