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README.md
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---
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language:
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- en
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license: apache-2.0
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base_model: FutureMa/Eva-4B
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tags:
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- finance
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- earnings-calls
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- financial-nlp
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- text-classification
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- qwen3
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- llama-cpp
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- gguf
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- gguf-my-repo
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pipeline_tag: text-generation
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library_name: transformers
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---
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# FutureMa/Eva-4B-GGUF
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This repository hosts **GGUF** files for [`FutureMa/Eva-4B`](https://huggingface.co/FutureMa/Eva-4B), intended for use with [`llama.cpp`](https://github.com/ggerganov/llama.cpp).
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- **Base model:** `FutureMa/Eva-4B`
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- **Format:** GGUF (for llama.cpp)
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- **License:** Apache-2.0
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Refer to the [original model card](https://huggingface.co/FutureMa/Eva-4B) for model details, intended use, limitations, and evaluation information.
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## Files
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- `Eva-4B-F16.gguf` (FP16 / F16)
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## Use with llama.cpp
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### Option A: Install via Homebrew (macOS/Linux)
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```bash
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brew install llama.cpp
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```
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#### CLI
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```bash
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llama-cli --hf-repo FutureMa/Eva-4B-GGUF --hf-file Eva-4B-F16.gguf -p "The meaning of life and the universe is"
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```
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#### Server
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```bash
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llama-server --hf-repo FutureMa/Eva-4B-GGUF --hf-file Eva-4B-F16.gguf -c 2048
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```
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### Option B: Build llama.cpp from source
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Step 1: Clone llama.cpp:
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```bash
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git clone https://github.com/ggerganov/llama.cpp
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```
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Step 2: Build (enable Hugging Face download support):
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```bash
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cd llama.cpp && LLAMA_CURL=1 make
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```
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Step 3: Run:
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```bash
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./llama-cli --hf-repo FutureMa/Eva-4B-GGUF --hf-file Eva-4B-F16.gguf -p "The meaning of life and the universe is"
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```
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or
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```bash
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./llama-server --hf-repo FutureMa/Eva-4B-GGUF --hf-file Eva-4B-F16.gguf -c 2048
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```
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## Notes
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- The `-c 2048` value is an example context size; adjust based on your needs and available memory.
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- If you publish additional quantizations (e.g. `Q4_K_M`, `Q5_K_M`), add them to the **Files** section above and reference them in the example commands.
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