From 39f1c91334383ecc4990b9b476cd99c5e1fae45a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 24 Aug 2026 08:21:16 +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: mradermacher/tool-calling-optimized-llama3-8b-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++ README.md | 77 ++++++++++++++++++++ tool-calling-optimized-llama3-8b.IQ4_XS.gguf | 3 + tool-calling-optimized-llama3-8b.Q2_K.gguf | 3 + tool-calling-optimized-llama3-8b.Q3_K_L.gguf | 3 + tool-calling-optimized-llama3-8b.Q3_K_M.gguf | 3 + tool-calling-optimized-llama3-8b.Q3_K_S.gguf | 3 + tool-calling-optimized-llama3-8b.Q4_K_M.gguf | 3 + tool-calling-optimized-llama3-8b.Q4_K_S.gguf | 3 + tool-calling-optimized-llama3-8b.Q5_K_M.gguf | 3 + tool-calling-optimized-llama3-8b.Q5_K_S.gguf | 3 + tool-calling-optimized-llama3-8b.Q6_K.gguf | 3 + tool-calling-optimized-llama3-8b.Q8_0.gguf | 3 + tool-calling-optimized-llama3-8b.f16.gguf | 3 + 14 files changed, 160 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 tool-calling-optimized-llama3-8b.IQ4_XS.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q2_K.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q3_K_L.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q3_K_M.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q3_K_S.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q4_K_M.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q4_K_S.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q5_K_M.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q5_K_S.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q6_K.gguf create mode 100644 tool-calling-optimized-llama3-8b.Q8_0.gguf create mode 100644 tool-calling-optimized-llama3-8b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..60c064f --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.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 +tool-calling-optimized-llama3-8b.f16.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tool-calling-optimized-llama3-8b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..70cf483 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: sandepaAI/tool-calling-optimized-llama3-8b +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +--- +## About + + + + + + + + + +static quants of https://huggingface.co/sandepaAI/tool-calling-optimized-llama3-8b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#tool-calling-optimized-llama3-8b-GGUF).*** + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/tool-calling-optimized-llama3-8b-GGUF/resolve/main/tool-calling-optimized-llama3-8b.f16.gguf) | f16 | 16.2 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + + diff --git a/tool-calling-optimized-llama3-8b.IQ4_XS.gguf b/tool-calling-optimized-llama3-8b.IQ4_XS.gguf new file mode 100644 index 0000000..e329011 --- /dev/null +++ b/tool-calling-optimized-llama3-8b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e8911e2f85f895fcd7bf7719e82b23d80885ad2225663a9a9760d8687430d05 +size 4484372992 diff --git a/tool-calling-optimized-llama3-8b.Q2_K.gguf b/tool-calling-optimized-llama3-8b.Q2_K.gguf new file mode 100644 index 0000000..c41ea9b --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f0581a64f3beb7a249359099bfd62e89858dd09c191498659588a6fb5801ea3 +size 3179141632 diff --git a/tool-calling-optimized-llama3-8b.Q3_K_L.gguf b/tool-calling-optimized-llama3-8b.Q3_K_L.gguf new file mode 100644 index 0000000..4eee64b --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77b8d050b0b3df63f26c78aaf8800f5e3e62f7bfc34e83a2b8e4fe13c06c29e7 +size 4321966592 diff --git a/tool-calling-optimized-llama3-8b.Q3_K_M.gguf b/tool-calling-optimized-llama3-8b.Q3_K_M.gguf new file mode 100644 index 0000000..013242a --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5dbffcfd089efe8e746e6c1a1b664592f516ece8177de4fe210464e956338bc +size 4018928128 diff --git a/tool-calling-optimized-llama3-8b.Q3_K_S.gguf b/tool-calling-optimized-llama3-8b.Q3_K_S.gguf new file mode 100644 index 0000000..5e924f9 --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0addf5e6af4faa54843eb282a7b67c2098f1a960f056fd2b86bd5d297be2b1f1 +size 3664509440 diff --git a/tool-calling-optimized-llama3-8b.Q4_K_M.gguf b/tool-calling-optimized-llama3-8b.Q4_K_M.gguf new file mode 100644 index 0000000..13bb9be --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e520882915bfd43b41c32f97aec462a51e381ab0637444df41fb940379a5f53c +size 4920744448 diff --git a/tool-calling-optimized-llama3-8b.Q4_K_S.gguf b/tool-calling-optimized-llama3-8b.Q4_K_S.gguf new file mode 100644 index 0000000..919fa2b --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bcb610f19a261f26ed33ebaaca5d793fea6963c427243e778cecadb6f075618 +size 4692679168 diff --git a/tool-calling-optimized-llama3-8b.Q5_K_M.gguf b/tool-calling-optimized-llama3-8b.Q5_K_M.gguf new file mode 100644 index 0000000..dd8573d --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17301a4460aec868efc74c5fd75e896445368912c938e2e8bbf788ef10273a33 +size 5732997632 diff --git a/tool-calling-optimized-llama3-8b.Q5_K_S.gguf b/tool-calling-optimized-llama3-8b.Q5_K_S.gguf new file mode 100644 index 0000000..3352120 --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4dbf4639bb2b4c162066cf62517ab42b2a5d62b591518e40d5ea4f14b5cb02a4 +size 5599304192 diff --git a/tool-calling-optimized-llama3-8b.Q6_K.gguf b/tool-calling-optimized-llama3-8b.Q6_K.gguf new file mode 100644 index 0000000..236cb1d --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdcf14100001afad1b1ad4d79929a12ecf3b2ef79ff7ec98644099d9b83e8333 +size 6596016640 diff --git a/tool-calling-optimized-llama3-8b.Q8_0.gguf b/tool-calling-optimized-llama3-8b.Q8_0.gguf new file mode 100644 index 0000000..c1a68ff --- /dev/null +++ b/tool-calling-optimized-llama3-8b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ac081f8933b14085c3744b1a869ad2843e64de3dcfbb81a9d32e267e4899a8a +size 8540781056 diff --git a/tool-calling-optimized-llama3-8b.f16.gguf b/tool-calling-optimized-llama3-8b.f16.gguf new file mode 100644 index 0000000..5b92342 --- /dev/null +++ b/tool-calling-optimized-llama3-8b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:243729f996ff864fb2ae7826a711a4199f9d0623c635179bb36128d70e7c5d19 +size 16068901376