d4rkninja/tanpo-deals-GGUF
Tanpo Deals (GGUF)
GGUF quantizations of [d4rkninja/tanpo-deals](https://huggingface.co/d4rkninja/tanpo-deals) for local runtimes (llama.cpp, LM Studio, and other GGUF-compatible tools).
Creator: d4rkninja Collection: Tanpo — Domain Specialists
Tanpo is a family of compact domain-specialized business models for local / edge / inexpensive deployment. Different specialists cover different workflows.
Original upstream: LiquidAI/LFM2.5-1.2B-Instruct (~1.17B parameters, 32,768-token context, designed for edge/on-device deployment).
Fine-tuning: Unsloth-compatible loading of that checkpoint via hub id `unsloth/LFM2.5-1.2B-Instruct` (LoRA / PEFT).
A compact B2B deal-closing and channel/distributor specialist (~1.2B) for qualification, objections, proposals, and partner motions — built for local and inexpensive deployment.
Available quantizations
On-disk sizes from the live Hugging Face file listing (MB, rounded from bytes). Disk size ≠ peak RAM/VRAM at runtime.
Suggested everyday file: tanpo-deals.Q4_K_M.gguf
Evaluation (summary)
Full methodology on the merged model card. Artifacts: `evaluation/`. Quantization can change behavior slightly vs BF16 merged weights.
Running locally
- Download
tanpo-deals.Q4_K_M.gguf(or another quant above). - Open it in LM Studio or run with llama.cpp (use a build that supports LFM2 / the model architecture).
- Keep prompts in the deals domain; review consequential outputs with a human.
No separate LoRA step is required — these are standalone GGUF files of the merged specialist.
Related
- Merged Transformers: d4rkninja/tanpo-deals
- LoRA: d4rkninja/tanpo-deals-LoRA
Responsible Use
Not legal, tax, or financial advice. Humans must review contracts, pricing commitments, and partner terms. Do not use for fraud, deception, or unauthorized access.
License
license: other / license_name: lfm-1.0
Tanpo merged and GGUF weights are derivatives of LiquidAI/LFM2.5-1.2B-Instruct under the LFM Open License v1.0 (including the commercial Threshold of approximately $10M annual revenue). See the base model card and its LICENSE file. Credit: LiquidAI. Do not treat this stack as Apache-2.0.
Tanpo Family
Tanpo is a family of compact domain-specialized models for focused business workflows.
This specialist is available as:
- Merged: `d4rkninja/tanpo-deals`
- LoRA: `d4rkninja/tanpo-deals-LoRA`
- GGUF: `d4rkninja/tanpo-deals-GGUF`
Browse all Tanpo specialists: Tanpo — Domain Specialists