From af6d1ad05fc5177678117eeec84a2e0d39becdc1 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 19 Jun 2026 07:11:18 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: Minarut/Ternary-Bonsai-8B-GGUF-llamacpp-compatible Source: Original Platform --- .gitattributes | 38 ++++++++++++++++++++++++++++ README.md | 30 ++++++++++++++++++++++ Ternary-Bonsai-8B-Q4_0-lossless.gguf | 3 +++ Ternary-Bonsai-8B-TQ2_0-Q6out.gguf | 3 +++ Ternary-Bonsai-8B-TQ2_0.gguf | 3 +++ 5 files changed, 77 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Ternary-Bonsai-8B-Q4_0-lossless.gguf create mode 100644 Ternary-Bonsai-8B-TQ2_0-Q6out.gguf create mode 100644 Ternary-Bonsai-8B-TQ2_0.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..99865da --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +Ternary-Bonsai-8B-TQ2_0.gguf filter=lfs diff=lfs merge=lfs -text +Ternary-Bonsai-8B-Q4_0-lossless.gguf filter=lfs diff=lfs merge=lfs -text +Ternary-Bonsai-8B-TQ2_0-Q6out.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..66e2047 --- /dev/null +++ b/README.md @@ -0,0 +1,30 @@ +--- +base_model: +- prism-ml/Ternary-Bonsai-8B-gguf +pipeline_tag: text-generation +--- + +> [!NOTE] +> **Why this repo?** +> The original `prism-ml/Ternary-Bonsai-8B-gguf` requires a custom fork to run. This repository contains the modified GGUF files that work directly with the **upstream `llama.cpp`** out of the box using native ternary weights. + +## 📦 Available Files + +- **`Ternary-Bonsai-8B-TQ2_0`** (2.12 GB) - ⭐ **RECOMMENDED** + *Provides great results with an almost imperceptible difference in quality compared to the others. Best balance of size and performance.* + +- **`Ternary-Bonsai-8B-TQ2_0-Q6out`** (2.47 GB) + *Slightly faster than the standard TQ2_0 (uses Q6 output tensors, speedup because the llama ternary kernels are terrible), but the difference is barely noticeable (~12%, 16 tps vs 18 tps on cpu).* + +- **`Ternary-Bonsai-8B-Q4_0-lossless`** (4.61 GB) + *Practically meaningless for daily use. It's just the ternary format packed into standard 4-bit, taking up 4 GB of space without any real benefits.* + +## 📊 Benchmarks + +*Note: Im lazy so i haven't run a full benchmark suite on every model yet, so here are the only GPQA diamond results. If you run your own benchmarks, feel free to share them in the Community tab and I will add them!* + +| Model | Size | GPQA Acc | Correct | Physics | Chemistry | Biology | +| :--- | :---: | :---: | :---: | :---: | :---: | :---: | +| **TQ2_0** | 2.12 GB | 34.34% | 68/198 | 32/86 | 26/93 | 10/19 | +| **TQ2_0-Q6out** | 2.47 GB | 34.34% | 68/198 | 32/86 | 26/93 | 10/19 | +| **Q4_0-lossless** | 4.61 GB | 34.34% | 68/198 | 36/86 | 23/93 | 9/19 | \ No newline at end of file diff --git a/Ternary-Bonsai-8B-Q4_0-lossless.gguf b/Ternary-Bonsai-8B-Q4_0-lossless.gguf new file mode 100644 index 0000000..bc52717 --- /dev/null +++ b/Ternary-Bonsai-8B-Q4_0-lossless.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bb54bd05da4d694086759227001c3ec7a9f8738f8e099574cadeb027aca0f1d +size 4613068384 diff --git a/Ternary-Bonsai-8B-TQ2_0-Q6out.gguf b/Ternary-Bonsai-8B-TQ2_0-Q6out.gguf new file mode 100644 index 0000000..7be77e3 --- /dev/null +++ b/Ternary-Bonsai-8B-TQ2_0-Q6out.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:535d65441b8ed129e06bc27dd94627b9c6557c7a6a3ffb5eab42e859ec48e23c +size 2467659424 diff --git a/Ternary-Bonsai-8B-TQ2_0.gguf b/Ternary-Bonsai-8B-TQ2_0.gguf new file mode 100644 index 0000000..7d1cf3f --- /dev/null +++ b/Ternary-Bonsai-8B-TQ2_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b44bead4ad8c559b04cc52c3541b321aacff533f93d5bd8b5c742d2b7a727d7 +size 2118214048