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Retail Bank Servicing Agent 9b Peft V9b Conversational Voice model by spkc83
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Model

Retail Bank Servicing Agent 9b Peft V9b Conversational Voice

by spkc83 spkc83/retail-bank-servicing-agent-9b-peft-v9b-conversational-voice
Free2AITools Nexus Index
39.0
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 0
R: Recency 100
Q: Quality 65
Tech Context
9 Params
4.096K Ctx
Vital Performance —
Source β†’

Task categories from upstream metadata

πŸ’¬Chat & Dialogue

Technical Constraints

Experimental / High Latency
Low FNI signal 39 FNI Score
9B Params
4k Context
0 Downloads
24G GPU ~9GB Est. VRAM
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID spkc83/retail-bank-servicing-agent-9b-peft-v9b-conversational-voice
License Apache-2.0
Provider huggingface
πŸ’Ύ

Compute Threshold

~8.1GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{spkc83_retail_bank_servicing_agent_9b_peft_v9b_conversational_voice,
  author = {spkc83},
  title = {Retail Bank Servicing Agent 9b Peft V9b Conversational Voice Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/spkc83/retail-bank-servicing-agent-9b-peft-v9b-conversational-voice}},
  note = {Accessed via Free2AITools.}
}
APA Style
spkc83. (2026). Retail Bank Servicing Agent 9b Peft V9b Conversational Voice [Model]. Free2AITools. https://huggingface.co/spkc83/retail-bank-servicing-agent-9b-peft-v9b-conversational-voice

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run retail-bank-servicing-agent-9b-peft-v9b-conversational-voice
πŸ€— HF Download
huggingface-cli download spkc83/retail-bank-servicing-agent-9b-peft-v9b-conversational-voice

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 0
Popularity (P) 0
Recency (R) 100
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Retail Bank Servicing Agent 9b Peft V9b Conversational Voice: Authority (A:0), Popularity (P:0), Recency (R:100), Quality (Q:65). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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⚠️ Incomplete Data

Some information about this model is not available. Use with Caution - Verify details from the original source before relying on this data.

View Original Source β†’

πŸ“ Limitations & Considerations

  • β€’ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • β€’ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • β€’ FNI scores are relative rankings and may change as new models are added.
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-model--spkc83--retail-bank-servicing-agent-9b-peft-v9b-conversational-voice
slug
spkc83--retail-bank-servicing-agent-9b-peft-v9b-conversational-voice
source
huggingface
author
spkc83
license
Apache-2.0
tags
peft, safetensors, granite, retail-banking, tool-calling, lora, text-generation, conversational, base_model:spkc83/retail-bank-servicing-agent-9b, license:apache-2.0, region:us

βš™οΈ Technical Specs

params billions
9
context length
4,096
pipeline tag
text-generation
vram gb
8.1
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
0

Data indexed from public sources. Updated daily.