Text Generation
Transformers
PyTorch
woq
intel-neural-compressor
inc
neural-compressor
intel
teq
meta
llama
llama-3
Instructions to use fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym
- SGLang
How to use fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym with Docker Model Runner:
docker model run hf.co/fbaldassarri/meta-llama_Llama-3.2-1B-Instruct-TEQ-int4-gs128-sym
| { | |
| "('model.layers.0.self_attn.q_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.0.self_attn.k_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.0.self_attn.v_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.0.self_attn.o_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.0.mlp.gate_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.0.mlp.up_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.0.mlp.down_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.1.self_attn.q_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.1.self_attn.k_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.1.self_attn.v_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.1.self_attn.o_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
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| "group_dim": 1, | |
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| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.1.mlp.gate_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.1.mlp.up_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.1.mlp.down_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.2.self_attn.q_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.2.self_attn.k_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.2.self_attn.v_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.2.self_attn.o_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.2.mlp.gate_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.2.mlp.up_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.2.mlp.down_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.3.self_attn.q_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.3.self_attn.k_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.3.self_attn.v_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.3.self_attn.o_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
| } | |
| }, | |
| "('model.layers.3.mlp.gate_proj.orig_layer', 'Linear')": { | |
| "teq": { | |
| "dtype": "int", | |
| "bits": 4, | |
| "use_sym": true, | |
| "group_size": 128, | |
| "group_dim": 1, | |
| "use_full_range": false, | |
| "use_mse_search": false, | |
| "use_layer_wise": false, | |
| "use_double_quant": false, | |
| "double_quant_bits": 8, | |
| "double_quant_dtype": "int", | |
| "double_quant_use_sym": true, | |
| "double_quant_group_size": 256, | |
| "quant_lm_head": true, | |
| "absorb_to_layer": {}, | |
| "folding": false | |
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