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Mistral-7B

d-matrix / Mistral-7B

Run on huggingface.co
huggingface.co
Total runs: 20
24-hour runs: -2
7-day runs: -3
30-day runs: 8
Model's Last Updated: February 22 2025
text-generation

Introduction of Mistral-7B

Model Details of Mistral-7B

This is a d-Matrix functional reference of the MISTRAL-7B-V0.1 model. The reference provides the following functional configurations :

Configuration Explanation
BASELINE a reference functionally equivalent to the original model
BASIC all linear algebraic operands quantized to MXINT8-64 , and all other operations transformed to approximated kernel simulations
Usage

Install d-Matrix Dmx_Compressor first. 

pip install dmx_compressor

The following is an example model and its evaluation. 

git clone https://github.com/EleutherAI/lm-evaluation-harness
cd lm-evaluation-harness
pip install -e .

from dmx.compressor.modeling import DmxModel
import lm_eval

model_args = "pretrained=d-matrix/Mistral,trust_remote_code=True"

lm = lm_eval.api.registry.get_model("hf").create_from_arg_string(model_args, {"batch_size": 1})

# Transform the model with DMX
lm._model = DmxModel.from_torch(lm._model)

eval_results = lm_eval.evaluate(lm, lm_eval.tasks.get_task_dict(["wikitext"]))  # Assign desired task, i.e. "wikitext"

Runs of d-matrix Mistral-7B on huggingface.co

20
Total runs
-2
24-hour runs
-5
3-day runs
-3
7-day runs
8
30-day runs

More Information About Mistral-7B huggingface.co Model

Mistral-7B huggingface.co

Mistral-7B huggingface.co is an AI model on huggingface.co that provides Mistral-7B's model effect (), which can be used instantly with this d-matrix Mistral-7B model. huggingface.co supports a free trial of the Mistral-7B model, and also provides paid use of the Mistral-7B. Support call Mistral-7B model through api, including Node.js, Python, http.

Mistral-7B huggingface.co Url

https://huggingface.co/d-matrix/Mistral-7B

d-matrix Mistral-7B online free

Mistral-7B huggingface.co is an online trial and call api platform, which integrates Mistral-7B's modeling effects, including api services, and provides a free online trial of Mistral-7B, you can try Mistral-7B online for free by clicking the link below.

d-matrix Mistral-7B online free url in huggingface.co:

https://huggingface.co/d-matrix/Mistral-7B

Mistral-7B install

Mistral-7B is an open source model from GitHub that offers a free installation service, and any user can find Mistral-7B on GitHub to install. At the same time, huggingface.co provides the effect of Mistral-7B install, users can directly use Mistral-7B installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Mistral-7B install url in huggingface.co:

https://huggingface.co/d-matrix/Mistral-7B

Url of Mistral-7B

Mistral-7B huggingface.co Url

Provider of Mistral-7B huggingface.co

d-matrix
ORGANIZATIONS
huggingface.co

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