Model Profile

Arch-Agent-1.5B

Name: Arch-Agent-1.5B
Author: katanemo

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: katanemo/Arch-Agent-1.5B

Author: katanemo

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 11

Avg confidence: 35.0%

Evidence points: 44

Raw rows: 83

Weighted rows: 4

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 47

Some fit rows have limited benchmark evidence.

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

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

Weighted Measurements

Weighted Sources

Raw Source Coverage

bfcl_adjacent_public 30bfcl_overall 30toolace_api_heavy_benchmark 12bfcl_multiturn_official 5bfcl_memory_official 4bfcl_relevance_detection_official 2

Weighted Source Coverage

bfcl_relevance_detection_official 2bfcl_memory_official 1bfcl_multiturn_official 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Empathetic support chat use_case.companion.empathy_support_chat	companion	16.5%	42.2%	4	BFCL Relevance Detection Official: Relevance Detection
Casual chat companion use_case.companion.casual_chat	companion	16.5%	42.2%	4	BFCL Relevance Detection Official: Relevance Detection
Life coaching and goal planning use_case.companion.life_coaching	companion	16.5%	42.2%	4	BFCL Relevance Detection Official: Relevance Detection
Tarot-style reading use_case.spiritual.tarot_reading	companion	15.7%	40.2%	4	BFCL Relevance Detection Official: Relevance Detection
Mindfulness and meditation scripts use_case.wellness.mindfulness_scripts	companion	15.2%	38.9%	4	BFCL Relevance Detection Official: Relevance Detection
Adult ERP roleplay (explicit) use_case.adult.erp_roleplay	adult	12.4%	35.9%	4	BFCL Relevance Detection Official: Relevance Detection
SFW roleplay and simulation use_case.creative.sfw_roleplay_simulation	creative	12.1%	34.0%	4	BFCL Relevance Detection Official: Relevance Detection
NPC dialogue use_case.gaming.npc_dialogue	creative	11.1%	31.1%	4	BFCL Relevance Detection Official: Relevance Detection
Interactive fiction / DM use_case.creative.interactive_fiction_dm	creative	11.1%	31.1%	4	BFCL Relevance Detection Official: Relevance Detection
Adult erotica (long-form, explicit) use_case.adult.erotica_longform	adult	10.8%	31.3%	4	BFCL Relevance Detection Official: Relevance Detection
Language conversation partner use_case.lang.conversation_partner	education	6.0%	16.0%	4	BFCL Relevance Detection Official: Relevance Detection

Deployment Fit Calculator

Model

Arch-Agent-1.5B

katanemo/Arch-Agent-1.5B

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