From 504287c372010863488a8db0665e77709d55f6d4 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 30 Aug 2026 23:32:17 +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/Tiny-Agent-a-3B-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++++ README.md | 73 +++++++++++++++++++++++++++++++++++++ Tiny-Agent-a-3B.IQ4_XS.gguf | 3 ++ Tiny-Agent-a-3B.Q2_K.gguf | 3 ++ Tiny-Agent-a-3B.Q3_K_L.gguf | 3 ++ Tiny-Agent-a-3B.Q3_K_M.gguf | 3 ++ Tiny-Agent-a-3B.Q3_K_S.gguf | 3 ++ Tiny-Agent-a-3B.Q4_K_M.gguf | 3 ++ Tiny-Agent-a-3B.Q4_K_S.gguf | 3 ++ Tiny-Agent-a-3B.Q5_K_M.gguf | 3 ++ Tiny-Agent-a-3B.Q5_K_S.gguf | 3 ++ Tiny-Agent-a-3B.Q6_K.gguf | 3 ++ Tiny-Agent-a-3B.Q8_0.gguf | 3 ++ Tiny-Agent-a-3B.f16.gguf | 3 ++ 14 files changed, 156 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Tiny-Agent-a-3B.IQ4_XS.gguf create mode 100644 Tiny-Agent-a-3B.Q2_K.gguf create mode 100644 Tiny-Agent-a-3B.Q3_K_L.gguf create mode 100644 Tiny-Agent-a-3B.Q3_K_M.gguf create mode 100644 Tiny-Agent-a-3B.Q3_K_S.gguf create mode 100644 Tiny-Agent-a-3B.Q4_K_M.gguf create mode 100644 Tiny-Agent-a-3B.Q4_K_S.gguf create mode 100644 Tiny-Agent-a-3B.Q5_K_M.gguf create mode 100644 Tiny-Agent-a-3B.Q5_K_S.gguf create mode 100644 Tiny-Agent-a-3B.Q6_K.gguf create mode 100644 Tiny-Agent-a-3B.Q8_0.gguf create mode 100644 Tiny-Agent-a-3B.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52d838f --- /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 +Tiny-Agent-a-3B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Tiny-Agent-a-3B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..63296bd --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: driaforall/Tiny-Agent-a-3B +language: +- en +library_name: transformers +license: other +license_link: https://huggingface.co/Qwen/Qwen2.5-Coder-3B-Instruct/blob/main/LICENSE +license_name: qwen-research +quantized_by: mradermacher +tags: +- code +- chat +- qwen +- qwen-coder +- agent +- robotics +--- +## About + + + + + + +static quants of https://huggingface.co/driaforall/Tiny-Agent-a-3B + + +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/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q2_K.gguf) | Q2_K | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Tiny-Agent-a-3B-GGUF/resolve/main/Tiny-Agent-a-3B.f16.gguf) | f16 | 6.3 | 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/Tiny-Agent-a-3B.IQ4_XS.gguf b/Tiny-Agent-a-3B.IQ4_XS.gguf new file mode 100644 index 0000000..b80904c --- /dev/null +++ b/Tiny-Agent-a-3B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c42a8cee4578fac6ebe5e6b8ae143b84d74ad1fab8191ba6459e53463e68fc6 +size 1753185728 diff --git a/Tiny-Agent-a-3B.Q2_K.gguf b/Tiny-Agent-a-3B.Q2_K.gguf new file mode 100644 index 0000000..6081d37 --- /dev/null +++ b/Tiny-Agent-a-3B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa7b36cd59b8de2aefaccd7178d1ee440610748074c798e6f2044c7358447c5a +size 1274756544 diff --git a/Tiny-Agent-a-3B.Q3_K_L.gguf b/Tiny-Agent-a-3B.Q3_K_L.gguf new file mode 100644 index 0000000..b9b73b7 --- /dev/null +++ b/Tiny-Agent-a-3B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:664cd9669c2453bb06ef943e540c1dce7fee0d122157de164fd6fb1c7771f3ea +size 1707392448 diff --git a/Tiny-Agent-a-3B.Q3_K_M.gguf b/Tiny-Agent-a-3B.Q3_K_M.gguf new file mode 100644 index 0000000..a475a6e --- /dev/null +++ b/Tiny-Agent-a-3B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16216ef862330b7927254902ca774f6fc24ca174884a72eb80281cf4f37a89cf +size 1590476224 diff --git a/Tiny-Agent-a-3B.Q3_K_S.gguf b/Tiny-Agent-a-3B.Q3_K_S.gguf new file mode 100644 index 0000000..a324093 --- /dev/null +++ b/Tiny-Agent-a-3B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e9eff8b3b0ceabef58f7696f9dad16c6765e3e4a4333bc4518ec2c76a45d622 +size 1454357952 diff --git a/Tiny-Agent-a-3B.Q4_K_M.gguf b/Tiny-Agent-a-3B.Q4_K_M.gguf new file mode 100644 index 0000000..e6ded31 --- /dev/null +++ b/Tiny-Agent-a-3B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05eca806377b7fcd4b13aba9643938ed51bbf089e796de107c904e47b261e6ac +size 1929903552 diff --git a/Tiny-Agent-a-3B.Q4_K_S.gguf b/Tiny-Agent-a-3B.Q4_K_S.gguf new file mode 100644 index 0000000..8fbf389 --- /dev/null +++ b/Tiny-Agent-a-3B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b906333a3148582b19bcea8b24407bdf8dd66ea50798a0c6ef8bed103a399fc5 +size 1834384832 diff --git a/Tiny-Agent-a-3B.Q5_K_M.gguf b/Tiny-Agent-a-3B.Q5_K_M.gguf new file mode 100644 index 0000000..76ae91f --- /dev/null +++ b/Tiny-Agent-a-3B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c974c2a283f8317e462f3aad934d90a0ae919e23a99fe6309a0bf52ed8b15aba +size 2224815552 diff --git a/Tiny-Agent-a-3B.Q5_K_S.gguf b/Tiny-Agent-a-3B.Q5_K_S.gguf new file mode 100644 index 0000000..bc4938e --- /dev/null +++ b/Tiny-Agent-a-3B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6f6d5afb1f7ea728deae6678acadee5c39b0e4e00b8ab71f7d8c1db6f310f90 +size 2169667008 diff --git a/Tiny-Agent-a-3B.Q6_K.gguf b/Tiny-Agent-a-3B.Q6_K.gguf new file mode 100644 index 0000000..10fd8af --- /dev/null +++ b/Tiny-Agent-a-3B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d13b101645b889237c5c54fa3e4b6309d1d56d40e32f2bc085f63ebf3efe163a +size 2538159552 diff --git a/Tiny-Agent-a-3B.Q8_0.gguf b/Tiny-Agent-a-3B.Q8_0.gguf new file mode 100644 index 0000000..95f16ae --- /dev/null +++ b/Tiny-Agent-a-3B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6c791955c8f876da5e81d7fe9aada6907d318fd243347876b07a8ef458ad5cc +size 3285476800 diff --git a/Tiny-Agent-a-3B.f16.gguf b/Tiny-Agent-a-3B.f16.gguf new file mode 100644 index 0000000..e8baebf --- /dev/null +++ b/Tiny-Agent-a-3B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40a67924ba7567bfaf125474cd0c4357600f55497279c805d44cf5d499817863 +size 6178317760