初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/Reasoning-SmolLM2-135M-i1-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,59 @@
+*.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
+Reasoning-SmolLM2-135M.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Reasoning-SmolLM2-135M.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,83 @@
+---
+base_model: prithivMLmods/Reasoning-SmolLM2-135M
+language:
+- en
+library_name: transformers
+license: apache-2.0
+quantized_by: mradermacher
+tags:
+- trl
+- smolLM
+- llama
+- CoT
+- Thinker
+- LlamaForCausalLM
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags: nicoboss -->
+weighted/imatrix quants of https://huggingface.co/prithivMLmods/Reasoning-SmolLM2-135M
+
+<!-- provided-files -->
+static quants are available at https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-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/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ1_S.gguf) | i1-IQ1_S | 0.2 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ1_M.gguf) | i1-IQ1_M | 0.2 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ2_S.gguf) | i1-IQ2_S | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ2_M.gguf) | i1-IQ2_M | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.2 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.2 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ3_S.gguf) | i1-IQ3_S | 0.2 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q2_K.gguf) | i1-Q2_K | 0.2 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.2 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ3_M.gguf) | i1-IQ3_M | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.2 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q4_0.gguf) | i1-Q4_0 | 0.2 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.2 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.2 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q4_1.gguf) | i1-Q4_1 | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.2 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.2 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Reasoning-SmolLM2-135M-i1-GGUF/resolve/main/Reasoning-SmolLM2-135M.i1-Q6_K.gguf) | i1-Q6_K | 0.2 | practically like static Q6_K |
+
+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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
+
+<!-- end -->

Reasoning-SmolLM2-135M.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f6dd42f916bc989f2210a9045ab3ee970eb96abfb9fd48d1b58a49fea63263d
+size 82894432

Reasoning-SmolLM2-135M.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7e887504f185b2e45c19a8fe324d4942f8535cee48400c6dbb5ad6733fae825
+size 82334560

Reasoning-SmolLM2-135M.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1b10b1d0d0c86c532bc2311cd090b8bf7baf3f086448c1843d9951802484047
+size 85590112

Reasoning-SmolLM2-135M.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a33edf736985c06f9a20256490d1f9abe5d47d4fa7e1404b8de523e6c2b72085
+size 84843616

Reasoning-SmolLM2-135M.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3740259f7b558857f48e4b4050913929795348921009db1badfa2c67134a0191
+size 84574048

Reasoning-SmolLM2-135M.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89d8c2f081761ffb12ea7982e7cf4ae9645d9dcf5536cb83dfb67cf717d17147
+size 83827552

Reasoning-SmolLM2-135M.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7a732a5f07a28c4499cabdcf6bda35542ef797cb4e8922528dd200e419901ab
+size 90214240

Reasoning-SmolLM2-135M.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf8c3876a464aee3d29cb61cb5cc5feb91ea4bac5e0942cf8fcbd39328e6446d
+size 88202848

Reasoning-SmolLM2-135M.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e8227fcc9e38c5b00af88f9fcef343f848260a4945ee8e3a831705e57469ed5
+size 88202848

Reasoning-SmolLM2-135M.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:194a834f9e892bb2b20fa4b488ac0da458c5de198c9cb673c4acb71858079642
+size 86958688

Reasoning-SmolLM2-135M.i1-IQ4_NL.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe4ca23cb81c85fefde4e8e9b021dea7245338140488e57987c41225c40bd787
+size 91727968

Reasoning-SmolLM2-135M.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f8f856be969c39792bcc96cd3e4a443eb80271db0df4119c8c9051747aa911a
+size 90898528

Reasoning-SmolLM2-135M.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2758db469a7df392b8bdbb2e6838cbee18cdd9a28e79434b3944e3f66c2f346
+size 88202848

Reasoning-SmolLM2-135M.i1-Q2_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b59cbc00071e9c33dd1577b4fd75a006daf3dc31bfbba7522715368e27ac2d06
+size 86129248

Reasoning-SmolLM2-135M.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df09569ec430121cd8b45821d41ffab8ca981e6d358c16a16ed6d6e7dbbfdbab
+size 97534048

Reasoning-SmolLM2-135M.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e423d68bc5b0d8fd25a77e0e1a18e92904b6e39be5047f46a2bf81f93aa76d27
+size 93511264

Reasoning-SmolLM2-135M.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1313152d61802ecd90ec7af3619c7cefef32bd3b510e9d96536453e02ee9f46c
+size 88202848

Reasoning-SmolLM2-135M.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d661c4a62d4b81cf96faecea3ed45e30fbfddbfa6db7c149d529748448756f7
+size 91893856

Reasoning-SmolLM2-135M.i1-Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b996b88cc0c2f749258edc4bc86c84d3c1c442b70857c8992423765663b33065
+size 98363488

Reasoning-SmolLM2-135M.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c022d4e497983bf6337a79520ab01def5a4a072a49f632e096ec2bbdf48bf45
+size 105455200

Reasoning-SmolLM2-135M.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6167cf8fd2286e9b519e791b654e903733da55b8a3596128da2385f88c72f6e
+size 102040672

Reasoning-SmolLM2-135M.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e85c901afe3f4861172f277136d5496731a083f32ffb56ab2e7ce10c56b9f086
+size 112104544

Reasoning-SmolLM2-135M.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae45ddcc4b625e3adb30454b9c0e46c0138280708800688f3c9dc699411ebd80
+size 109975648

Reasoning-SmolLM2-135M.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bdef4cd744941bc259919717b75b5c9b0d25c75d8f258780fd180d2ab1f0ce8
+size 138383968