commit e087fc304169e0a5b2e953fe3b8ddc080ff7c653 Author: ModelHub XC Date: Sat Jun 20 21:26:30 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Akins-3B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c41acf1 --- /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 +Akins-3B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Akins-3B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Akins-3B.IQ4_XS.gguf b/Akins-3B.IQ4_XS.gguf new file mode 100644 index 0000000..f8f6622 --- /dev/null +++ b/Akins-3B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aef23e3d55316d44d4f91e1403d27e9edcfdaac23e5fe3234eb6c09b255cb5ad +size 1536308256 diff --git a/Akins-3B.Q2_K.gguf b/Akins-3B.Q2_K.gguf new file mode 100644 index 0000000..d0332d4 --- /dev/null +++ b/Akins-3B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d416d69854e7ffa12898e9af971b554b295b52a0c763817458434fe3a3d2f483 +size 1083756576 diff --git a/Akins-3B.Q3_K_L.gguf b/Akins-3B.Q3_K_L.gguf new file mode 100644 index 0000000..36df76b --- /dev/null +++ b/Akins-3B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:098ab327c0fc9846dc2e9322c2fdc91c54cdde4c925515a58477d1b868e313f3 +size 1508565536 diff --git a/Akins-3B.Q3_K_M.gguf b/Akins-3B.Q3_K_M.gguf new file mode 100644 index 0000000..1d51d9f --- /dev/null +++ b/Akins-3B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a4d6e0e191a80c69cdd59d9c978643b2efa07f7ba19bbcf56c0cffe5881574b +size 1391419936 diff --git a/Akins-3B.Q3_K_S.gguf b/Akins-3B.Q3_K_S.gguf new file mode 100644 index 0000000..c72eefd --- /dev/null +++ b/Akins-3B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:469556c84987d8b4d287d4fdb4881873b00e25507baea413526f25b19d6c1dae +size 1254449696 diff --git a/Akins-3B.Q4_K_M.gguf b/Akins-3B.Q4_K_M.gguf new file mode 100644 index 0000000..c428f27 --- /dev/null +++ b/Akins-3B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:505fb69bb52e719ac398c09049001ed01565cb3737242efa247ec3b60de613a1 +size 1708596256 diff --git a/Akins-3B.Q4_K_S.gguf b/Akins-3B.Q4_K_S.gguf new file mode 100644 index 0000000..a513328 --- /dev/null +++ b/Akins-3B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4799d3f5b1586074d39e27e1428029d81b301662e677733ddb65a70a1b3f133a +size 1620696096 diff --git a/Akins-3B.Q5_K_M.gguf b/Akins-3B.Q5_K_M.gguf new file mode 100644 index 0000000..a0130fa --- /dev/null +++ b/Akins-3B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0ea92dcccad757ee9ceed4e7841c85fd2973967498f12b127fb883fd033730a +size 1993391136 diff --git a/Akins-3B.Q5_K_S.gguf b/Akins-3B.Q5_K_S.gguf new file mode 100644 index 0000000..f1e53a0 --- /dev/null +++ b/Akins-3B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fc292cde400352ab9c5f6efb76e0d3180f63784c6adfce63a4dab28e5ef8278 +size 1941863456 diff --git a/Akins-3B.Q6_K.gguf b/Akins-3B.Q6_K.gguf new file mode 100644 index 0000000..281a7f1 --- /dev/null +++ b/Akins-3B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b04632c48cef46dd0051d9ae941ce988e49be8ceb3d98e637a5e1f6eaa4442f2 +size 2295985696 diff --git a/Akins-3B.Q8_0.gguf b/Akins-3B.Q8_0.gguf new file mode 100644 index 0000000..feda51c --- /dev/null +++ b/Akins-3B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19c037aa82b589efb4084cda84a5d23352ae8ed7e11e690a69f77abe2a1a5552 +size 2972926496 diff --git a/Akins-3B.f16.gguf b/Akins-3B.f16.gguf new file mode 100644 index 0000000..cfe5e76 --- /dev/null +++ b/Akins-3B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:185f06fd7c728749cfc1e3e952aa0421e4cd02267db8112f1c19e87b7e43e6c5 +size 5593342496 diff --git a/README.md b/README.md new file mode 100644 index 0000000..df0a9a1 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: acrastt/Akins-3B +datasets: +- Norquinal/claude_multiround_chat_1k +language: +- en +library_name: transformers +license: cc-by-sa-4.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/acrastt/Akins-3B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Akins-3B-i1-GGUF +## 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/Akins-3B-GGUF/resolve/main/Akins-3B.Q2_K.gguf) | Q2_K | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q3_K_S.gguf) | Q3_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q3_K_M.gguf) | Q3_K_M | 1.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q3_K_L.gguf) | Q3_K_L | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.IQ4_XS.gguf) | IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q4_K_M.gguf) | Q4_K_M | 1.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q5_K_S.gguf) | Q5_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q5_K_M.gguf) | Q5_K_M | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q6_K.gguf) | Q6_K | 2.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.Q8_0.gguf) | Q8_0 | 3.1 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Akins-3B-GGUF/resolve/main/Akins-3B.f16.gguf) | f16 | 5.7 | 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. + +