commit f524dfcfb93c42fd024080d08a4e6683991b4d64 Author: ModelHub XC Date: Tue Jun 2 10:06:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/LittleInstructionMaker-4B-v0.2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bf3d0ba --- /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 +LittleInstructionMaker-4B-v0.2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LittleInstructionMaker-4B-v0.2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LittleInstructionMaker-4B-v0.2.IQ4_XS.gguf b/LittleInstructionMaker-4B-v0.2.IQ4_XS.gguf new file mode 100644 index 0000000..07d4e7f --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8967d67c38a440f9f08111c96f633c1cf23c068da7d0489f6f0169c7d259d6f1 +size 2173899520 diff --git a/LittleInstructionMaker-4B-v0.2.Q2_K.gguf b/LittleInstructionMaker-4B-v0.2.Q2_K.gguf new file mode 100644 index 0000000..2ee0a8e --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64f41b1555538df8df00b29ca7a0cb0d1b867d2b4bcf773c249ee1cc69a964a3 +size 1514416352 diff --git a/LittleInstructionMaker-4B-v0.2.Q3_K_L.gguf b/LittleInstructionMaker-4B-v0.2.Q3_K_L.gguf new file mode 100644 index 0000000..b6113d3 --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0236b3e4ea20693467227b89e204b918ced9844965929e2a621e5eba68c35b79 +size 2109117952 diff --git a/LittleInstructionMaker-4B-v0.2.Q3_K_M.gguf b/LittleInstructionMaker-4B-v0.2.Q3_K_M.gguf new file mode 100644 index 0000000..fb7c93a --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89a5c8ee5e9e39d7cb3809b2055c83ae47d22d547f95519214fb8b2df294269c +size 1941693952 diff --git a/LittleInstructionMaker-4B-v0.2.Q3_K_S.gguf b/LittleInstructionMaker-4B-v0.2.Q3_K_S.gguf new file mode 100644 index 0000000..b2831b8 --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d90daeb2dc4008304660df69634038e238dfa6182bca00ae769657b24fc9f116 +size 1751767552 diff --git a/LittleInstructionMaker-4B-v0.2.Q4_K_M.gguf b/LittleInstructionMaker-4B-v0.2.Q4_K_M.gguf new file mode 100644 index 0000000..0129b76 --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bbeb5bf0e2d276f21f046b3ac816913fb9d08246cc6d0df26b64548b0c7305f +size 2394661344 diff --git a/LittleInstructionMaker-4B-v0.2.Q4_K_S.gguf b/LittleInstructionMaker-4B-v0.2.Q4_K_S.gguf new file mode 100644 index 0000000..89ebe25 --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db8439328734e15872ca1ea31758cac86fc5480ffc7c3cb4bb9f5191f75bd4b2 +size 2278194144 diff --git a/LittleInstructionMaker-4B-v0.2.Q5_K_M.gguf b/LittleInstructionMaker-4B-v0.2.Q5_K_M.gguf new file mode 100644 index 0000000..ad50e82 --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:284d993b0de3a87532e9590f8cc07b53a594464904b94e5711e9808ef57bd6a5 +size 2809996704 diff --git a/LittleInstructionMaker-4B-v0.2.Q5_K_S.gguf b/LittleInstructionMaker-4B-v0.2.Q5_K_S.gguf new file mode 100644 index 0000000..d324f73 --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69cfc2694d617e50dc31bebe8276bb372a5a40aa8cbb70e92b5fcf5bcb46195f +size 2741452704 diff --git a/LittleInstructionMaker-4B-v0.2.Q6_K.gguf b/LittleInstructionMaker-4B-v0.2.Q6_K.gguf new file mode 100644 index 0000000..286976b --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2dbc8f22bf9f10e45ad4659b4caa2d034c4fea9424f0d0505ac190e4b3e99699 +size 3251290528 diff --git a/LittleInstructionMaker-4B-v0.2.Q8_0.gguf b/LittleInstructionMaker-4B-v0.2.Q8_0.gguf new file mode 100644 index 0000000..ca496b5 --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88618be2b1b0a715bf3aae1a99e2511a6ada83c5f32c8c12af1f69ada810fd05 +size 4210756640 diff --git a/LittleInstructionMaker-4B-v0.2.f16.gguf b/LittleInstructionMaker-4B-v0.2.f16.gguf new file mode 100644 index 0000000..ed17ee7 --- /dev/null +++ b/LittleInstructionMaker-4B-v0.2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2582b3c6c97d25cc02eadd06432db5190093d18795377bd0fa3b690adbaef018 +size 7924819040 diff --git a/README.md b/README.md new file mode 100644 index 0000000..fa7496e --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: trollek/LittleInstructionMaker-4B-v0.2 +datasets: +- cognitivecomputations/WizardLM_evol_instruct_V2_196k_unfiltered_merged_split +- mlabonne/FineTome-100k +- Vezora/Open-Critic-GPT +- m-a-p/Code-Feedback +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- merge +- mergekit +- llama-factory +--- +## About + + + + + + +static quants of https://huggingface.co/trollek/LittleInstructionMaker-4B-v0.2 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LittleInstructionMaker-4B-v0.2-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/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q2_K.gguf) | Q2_K | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q3_K_S.gguf) | Q3_K_S | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q3_K_M.gguf) | Q3_K_M | 2.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q3_K_L.gguf) | Q3_K_L | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.IQ4_XS.gguf) | IQ4_XS | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q4_K_S.gguf) | Q4_K_S | 2.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q4_K_M.gguf) | Q4_K_M | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q5_K_S.gguf) | Q5_K_S | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q5_K_M.gguf) | Q5_K_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.Q8_0.gguf) | Q8_0 | 4.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LittleInstructionMaker-4B-v0.2-GGUF/resolve/main/LittleInstructionMaker-4B-v0.2.f16.gguf) | f16 | 8.0 | 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. + +