mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-08-08 10:15:16 +08:00
commit b7b7d1d416
27 changed files with 233 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

60
.gitattributes vendored Normal file
View File

@@ -0,0 +1,60 @@
*.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
LFM2.5-1.2B-Instruction-following.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Instruction-following.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
LFM2.5-1.2B-Instruction-following.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ce8be5534b05bf0d52d4e352f1c9c30fe545dff9a1cb185c998cf1b261054986
size 327145632

3
LFM2.5-1.2B-Instruction-following.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:26d30dc9f3fee563ed12c694a49f2f8747c4e1f8361f4a59b6d800e07777d1f5
size 304388256

3
LFM2.5-1.2B-Instruction-following.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8cb11700d44de1251f0435be224ae029f556971a4a535d0b1a1b2079679d871d
size 434133152

3
LFM2.5-1.2B-Instruction-following.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:beeff66fdf214c2b2b1e24d49ef8893d51b44363afe175223fb79357d8c61d19
size 403789984

3
LFM2.5-1.2B-Instruction-following.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f16908b0629206846141034c2ea850deab9a9e4ec4521d682b525acaab2d0421
size 396204192

3
LFM2.5-1.2B-Instruction-following.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:025e86a8dde8627762a5a2227c040786261f085d20b1c93d8a229d4b4d7788af
size 365074592

3
LFM2.5-1.2B-Instruction-following.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c1a149c9127e11e35073eec564adc0c8d90b70bf0d0df7c5e238f8250b85461d
size 566794400

3
LFM2.5-1.2B-Instruction-following.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d45bb84197e371c9e1335b8bcc1a8f0c9cbf00c732818ae1167b341533e2b612
size 558160032

3
LFM2.5-1.2B-Instruction-following.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:54eb9b598d8d72056fbbd5ec3848a6d5e00f803f04a86deb491fd5f705a2021a
size 537811104

3
LFM2.5-1.2B-Instruction-following.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f83b82c9a96a6a7e8b8ed20c02dd6f7d2dfc176f6eb7cdf00d6db79c794d356f
size 490985632

3
LFM2.5-1.2B-Instruction-following.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:87339093dec950b45e19548e744360eb3958adea85faf9cf15332e0c2b6ddcbb
size 695752864

3
LFM2.5-1.2B-Instruction-following.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:587dab0e7eb2e270d65c2b12a4d669311e3d7931afeb2e5e9c9a9bd1f5f78830
size 663378080

3
LFM2.5-1.2B-Instruction-following.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7f9f73fca95575e9add4e42a35c572329cd5fb39c82b994807218ff80d359bad
size 483399840

3
LFM2.5-1.2B-Instruction-following.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5da1f1c38ca9353b7b9c171c0948b9317e695d99cd42ebed45abcee149d90bea
size 460806304

3
LFM2.5-1.2B-Instruction-following.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f63dbb35d50997aab2c881df24c0e3d31268eedfc49ecdfa9b4c48d78d005f04
size 635476128

3
LFM2.5-1.2B-Instruction-following.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:75b6cc969f371795365c99f14e1bf16d2f5df066c2a2b50e3563b69289d8acb4
size 600348832

3
LFM2.5-1.2B-Instruction-following.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:77cd47be2e60ccd3a4e469888c14699b926e5e5317058e179b704dad11a5c6b4
size 558160032

3
LFM2.5-1.2B-Instruction-following.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fea8ab3029cc391a0820ae2dd7726f9437a22bcb0c821fcb005919886312349b
size 697850016

3
LFM2.5-1.2B-Instruction-following.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:575f78fd2f989c5bf9f13c1fb4cc2335a2874eee494942f3e5b0c14dcec59977
size 760502432

3
LFM2.5-1.2B-Instruction-following.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:43b7f6bc95c2c3c1947d68bb64dcc092f00a2fdd87e36dab0c94703674ae0e93
size 730896544

3
LFM2.5-1.2B-Instruction-following.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:be357531c7d303ce196514aae0bb8fb4f033a575feee2a048ff78f7080305bdd
size 700471456

3
LFM2.5-1.2B-Instruction-following.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8b04bf09866be058e3aec01b0a237036ed61b9a351130c11cf1cd870d0d7e0fa
size 843356320

3
LFM2.5-1.2B-Instruction-following.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:55b4cf546f8735e867673f41a629544a5f8ac8f8d9df757e5f19ffab591edd95
size 825252000

3
LFM2.5-1.2B-Instruction-following.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:99938c007f835d7d7fe237b3a8b3122261d58908bf6575c1655ed010bb495fc9
size 962844832

3
LFM2.5-1.2B-Instruction-following.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf223dc4b4e02012c6562d36e87a72462380b1a69cbc4ef1ba45267f679c7bc6
size 1161536

98
README.md Normal file
View File

@@ -0,0 +1,98 @@
---
base_model: ertghiu256/LFM2.5-1.2B-Instruction-following
datasets:
- nvidia/Nemotron-Instruction-Following-Chat-v1
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- text-generation-inference
- transformers
- unsloth
- lfm2
- noise_robustness
- fine-tuning
- instruction_following
- lfm2.5
- lora
- instruct
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
<!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
<!-- ### quants_skip: -->
<!-- ### skip_mmproj: -->
weighted/imatrix quants of https://huggingface.co/ertghiu256/LFM2.5-1.2B-Instruction-following
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2.5-1.2B-Instruction-following-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-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/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ1_S.gguf) | i1-IQ1_S | 0.4 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ1_M.gguf) | i1-IQ1_M | 0.4 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ2_S.gguf) | i1-IQ2_S | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ2_M.gguf) | i1-IQ2_M | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.6 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q2_K.gguf) | i1-Q2_K | 0.6 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.6 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.6 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ3_S.gguf) | i1-IQ3_S | 0.7 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.7 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ3_M.gguf) | i1-IQ3_M | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.7 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.7 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.8 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.8 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q4_0.gguf) | i1-Q4_0 | 0.8 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.8 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q4_1.gguf) | i1-Q4_1 | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruction-following-i1-GGUF/resolve/main/LFM2.5-1.2B-Instruction-following.i1-Q6_K.gguf) | i1-Q6_K | 1.1 | 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 -->